Train ATI-HO and finalize project outputs
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| `q1/` | Q1 原生特征提取、物理时间特征包构建、五折对照和可视化 |
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| `q2/math/` | 数学方案 C0–C7、训练、缺失控制评估及附件 3 预测 |
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| `q2/deep_learning/q2/` | EarlyConcat + BiGRU、MoFE-7 + MLP Router 及训练协议 |
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| `q3/` | Q3 验证、附件 4 全量预测和逐样本解释卡片 |
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| `q3/` | ATI–HO Q3 训练、结构审计、归因与附件 4 推理 |
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| `output/q1/` | 已整理的 Q1 100 个特征文件、对齐审计和已有结果 |
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| `output/q2/` | 已整理的 Q2 未对齐数据模型对比结果表 |
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| `output/q3/` | Q3 运行后生成的预测、解释和验证结果 |
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| `output/q3/` | ATI–HO 附件 4 题目输出；验证结果和实验审计放在 `experiments/q3/` |
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| `experiments/q2/` | 本项目最新未对齐 Q2 对比运行、权重和审计结果 |
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| `REPORTS.md` | Q1、Q2 实验结果和方法说明 |
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| `REPORTS.md` | Q1、Q2、Q3 实验结果和方法说明 |
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| `data_paths.py` | 官方附件的默认位置与外部数据根目录设置 |
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## 准备官方附件
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@@ -137,6 +137,19 @@ python -m final.q2.deep_learning.q2.train_math_protocol \
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数学方案默认会用附件 3 未对齐样本生成 30 条 `attachment3_predictions.csv` 和 `attachment3_audit.csv`，预测文件包含极性、情感强度及类别概率。如只检查训练流程，可以增加 `--skip-attachment3`。深度学习运行会输出两模型的官方测试指标、验证缺失情景、AURC-MAE、Bootstrap 区间、权重和运行清单。为满足总附件大小限制，随项目提供的 Q2 归档保留逐情景指标和模型参数；逐行遮蔽/测试门控审计及官方测试单样本明细可由完整重训重新生成，未放入紧凑归档。
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若已存在数学分支检查点、只需重新生成附件 3 预测而不重训，可运行：
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```bash
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export FINAL_DATA_DIR="/path/to/E题数据"
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python -m final.q2.math.predict_attachment3 \
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--input-version unaligned_50 \
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--results-dir final/experiments/q2/unaligned_math_all_b128 \
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--output-dir final/output/q2 \
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--device auto
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```
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该入口读取保存的模型、校准与预处理参数，输出 `attachment3_predictions.csv`、`attachment3_audit.csv` 和 `attachment3_prediction_manifest.json`；不会覆盖模型检查点目录中的运行清单。
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把两次运行的结果重新汇总到统一对比表：
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```bash
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@@ -148,47 +161,36 @@ python final/compare_unaligned_q2.py \
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结果文件包括 `comparison_validation.csv`（全模型验证对比）、`comparison_test.csv`（预先选出的数学模型及两种深度模型测试结果）、`comparison_aurc.csv`（四种缺失模式的 AURC-MAE）。指标定义、已有对比数值和边界说明见 [REPORTS.md](REPORTS.md)。
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## Q3：分层反事实证据归因
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## Q3：ATI–HO 训练、评估与附件 4 预测
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Q3 复用 Q2 已训练的 EarlyConcat + BiGRU、MoFE-7 + MLP Router 检查点和同一套训练集 robust scaler，不重新拟合模型。第一轮含三个解释方案：E0 对 EarlyConcat 做精确三模态 Shapley 与局部遮蔽；E1 把 MoFE Router 当作待检验的内部信号；E2 对同一个 MoFE 检查点做精确 Shapley、交互和局部遮蔽。E1/E2 的预测完全相同，比较的是解释方式。
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Q3 的当前方案是 ATI–HO。模型定义集中在 `model/ati_ho.py` 和 `model/ati_ho_config.py`，训练、结构审计、Shapley/Owen 归因与附件 4 推理入口位于 `q3/ati_ho/`。附件 4 只用于最终预测和解释，不参与训练、选型或指标计算。
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在项目根目录设置附件位置后运行。项目默认查找 final/data/；也可以将 FINAL_DATA_DIR 指向包含附件 2、附件 4 文件夹的根目录：
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训练与验证读取官方 `unaligned_50.pkl`，使用统一 Q1 adapter 投影到 50 个 Relative-Progress 槽，并复用只由 Q2 训练集拟合的 robust scaler。训练/验证/测试按来源视频组隔离；相对进度不是物理时间同步。
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~~~powershell
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$env:FINAL_DATA_DIR = "D:\task-data"
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python -m final.q3.run_experiments --output-dir final/output/q3/first_round --device auto
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~~~
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在项目根目录设置官方附件位置后，运行两阶段训练：
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~~~bash
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export FINAL_DATA_DIR="/data/task-data"
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python -m final.q3.run_experiments --output-dir final/output/q3/first_round --device auto
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~~~
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```bash
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export FINAL_DATA_DIR="/path/to/E题数据"
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python -m final.q3.ati_ho.train --phase all --device auto
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```
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完整运行使用官方验证集生成预测指标、误差归因和分类 margin 的 Shapley。只想快速检查附件 4 可增加 --skip-validation；不抽取候选视频帧可增加 --no-frames。每次运行请给一个新的空输出目录。
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Stage I 以 seed 42 训练 A0/A1/A2/A3 和未锚定诊断 D0，执行结构与 8 联盟 Shapley 检查。Stage II 以 seeds 42、3407、2026 训练 EarlyConcat + BiGRU、MoFE-7 + MLP Router、初选 ATI 方案和两项消融。检查点和运行记录写入 `final/experiments/q3/ati_ho/`。重训已有模型时显式加 `--force`。
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主要产物：
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训练完成后生成验证审计和附件 4 文件：
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- attachment4_predictions.csv：20 个附件 4 样本在 E0/E1/E2 下的预测和类别概率。
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- attachment4_modal_shapley.csv、attachment4_pairwise_interactions.csv：分类 logit 与强度回归的模态贡献、绝对贡献比例、配对交互和 Shapley 完备性残差。
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- attachment4_local_evidence.csv、attachment4_router_local_evidence.csv：1/3/5 个相对进程 bin 的局部遮蔽响应与 MoFE Router 位置分数。
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- attachment4_evidence_segments.csv：每个方案的代表性文本、音频和视觉证据段；evidence_frames/ 中保存由进度比例估算位置抽取的候选帧。
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- faithfulness_by_sample.csv、q3_method_comparison.csv：删除/保留检验、0–70% 删除曲线、尺度稳定性和 Router–Shapley 一致性汇总。
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- validation_predictions.csv、validation_errors.csv、validation_error_attribution.csv：官方验证集预测、误差样本和分类 margin 归因。
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- explanation_cards/、typical_explanation_card.md、evidence_profiles/：逐样本解释卡、代表卡和 3×50 局部证据图。
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```bash
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export FINAL_DATA_DIR="/path/to/E题数据"
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python -m final.q3.ati_ho.evaluate --device auto
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```
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想先查看文本、音频波形、视频帧中的遮蔽位置，再查看对应时间 bin 上七个 MoFE expert 的 Router 权重热力图，可运行：
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评估按 A0/A1/A2 三 seed 固定验证情景损失选择最终 ATI 方案，计算来源视频组配对 Bootstrap、验证集 Shapley、结构审计、Owen 稳定性、删除/保留诊断和计算成本。题目输出放在 `final/output/q3/ati_ho/`：
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~~~powershell
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python -m final.q3.plot_router_heatmaps --output-dir final/output/q3
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~~~
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- `attachment4_predictions.csv`：20 个样本的预测类别、强度和类别概率。
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- `attachment4_explanations.csv`：五个参数的主效应、pairwise 参数项、分类 Shapley 和强度 Shapley。
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- `attachment4_local_evidence.csv`：分模态、分相对进度片段的 Owen 贡献与标准误。
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- `attachment4_prediction_manifest.json`：数据、adapter/scaler、模型权重哈希和无标签推理信息。
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它输出附件 4 样本 02、03 的完整输入和受控残缺对照图：蓝色斜线表示输入被遮蔽，下面按 T、A、V、TA、TV、AV、TAV 顺序显示 expert 的 α[t,e]。详细定义与限制见 [Q3 实验说明](q3/README.md#router-热力图样例)，实验图也已收录在 [REPORTS.md](REPORTS.md)。
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三种输入模态只有 8 个 coalition，脚本完整枚举而非近似 SHAP。分类解释固定使用完整输入的预测类别 logit，回归解释使用情感强度输出。局部证据是单模态窗口被遮蔽前后的 logit 差；正值表示该窗口支持当前预测，负值表示该窗口反对当前预测。Router 权重只描述路由机制，不能直接解释成预测贡献。
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附件 4 特征行没有物理时间戳。文本可以回溯到 tokenizer token 和来源行；音频/视觉证据保留来源行与归一化进程。若视频可读，候选帧位置由相对进程乘视频时长估算，供人工回看，不表示特征已经物理时间对齐。删除/保留检验使用模型训练时见过的 mask 接口，但孤立稀疏遮蔽仍可能偏离训练分布；报告会把 10% 保留结果标为诊断，主要删除曲线范围限制在最多删除 70%。
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细节和解释边界见 Q3 实验说明（q3/README.md）与 REPORTS.md。
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完整指标和实验审计位于 `final/experiments/q3/ati_ho/results/ati_ho/`，主要报告为 `ATI_HO_RESULTS.md`、`ATI_HO_PAPER.md` 和 `EXECUTIVE_SUMMARY.md`。方法细节、训练协议与文件边界见 [Q3 说明](q3/README.md)；Q1/Q2/当前 Q3 的合并结果写在 [REPORTS.md](REPORTS.md)。
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## 模型与对齐约定
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# Q1/Q2 实验结果与复现摘要
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# Q1/Q2/Q3 实验结果与复现摘要
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本报告汇总 `final/` 内可复核的 Q1 物理时间对齐结果和 Q2 官方未对齐数据比较。模型代码、训练命令、数据目录和依赖说明见 [README.md](README.md)。数值结果链接均指向本项目内的 CSV、JSON 或实验审计文件。
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@@ -96,45 +96,63 @@ Q1 adapter 使用带媒体时戳的原生特征进行物理时间聚合；Q2 未
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完整精度及审计文件：[14 个版本验证指标](output/q2/comparison_validation.csv) · [3 个正式测试结果](output/q2/comparison_test.csv) · [全部版本 AURC-MAE](output/q2/comparison_aurc.csv) · [数学运行清单](experiments/q2/unaligned_math_all_b128/run_manifest.json) · [深度学习运行清单](experiments/q2/unaligned_deep_two_b128/run_manifest.json) · [数学 42 情景明细（gzip CSV）](experiments/q2/unaligned_math_all_b128/controlled_missingness.csv.gz) · [深度学习 42 情景明细](experiments/q2/unaligned_deep_two_b128/controlled_metrics_by_scenario.csv) · [深度学习测试配对 Bootstrap](experiments/q2/unaligned_deep_two_b128/official_test_paired_bootstrap.csv)。
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## Q3：分层反事实证据归因（第一轮）
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## Q3：ATI–HO 锚定交互与分层 Owen 归因
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Q3 将 Q1 的统一输入/回溯接口、Q2 的缺失鲁棒预测器与附件 4 原始视频接起来。附件 4 的特征按统一 adapter 的 Relative-Progress 模式转换；预测器直接复用 Q2 seed 20260924 的 EarlyConcat + BiGRU、MoFE-7 + MLP Router 检查点和仅由训练集拟合的 robust scaler，本轮不重新训练。解释覆盖附件 4 的 20 个样本；官方验证集另有 728 条样本用于复核预测指标并输出误差归因。
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本轮按用户更正后的 ATI–HO 方案完成 Q3 训练与评估。输入使用官方 `unaligned_50.pkl`，经统一 Q1 adapter 转成 50 个 Relative-Progress 槽，复用仅由训练集拟合的 Q2 robust scaler。训练/验证/测试为 3,395/728/727 条，来源视频组为 1,528/239/381，组间无重叠。相对进度统一序列顺序，不代表物理时间同步。
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三模态只有 8 个输入组合，因此 E0/E2 对文本、音频、视觉 coalition 完整枚举，分别计算预测类别 logit 与强度输出的精确 Shapley 贡献及成对交互。局部证据由窗口宽度 1/3/5 的反事实遮蔽得到，并回溯到特征来源行、文本片段及候选视频帧。E1 展示 MoFE Router 权重，并用同一预测器做删除/保留检验；Router 权重作为内部路由信号分析，不直接当作预测贡献。
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### 训练与选型
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### 预测器验证表现
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Stage I 用 seed 42 训练 A0/A1/A2/A3 和未锚定诊断 D0；Stage II 对 EarlyConcat + BiGRU、MoFE-7 + MLP Router、Stage I 初选方案及两项关键消融使用 seeds 42、3407、2026。按锁定验证集四个固定遮蔽场景任务损失的三 seed 均值选择最终模型。Stage I 初选 A2；Stage II 三 seed 选出 **A0（仅锚定主效应）**：
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下表为复用检查点在官方验证集自然缺失输入上的结果。E1 与 E2 使用同一个 MoFE 检查点，因此预测指标相同。
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| ATI 方案 | 固定场景验证损失（均值 ± 标准差） |
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|---|---:|
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| A0 | **0.86580 ± 0.00920** |
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| A1（秩 4 pairwise） | 0.86728 ± 0.01282 |
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| A2（锚定交叉注意力） | 0.86859 ± 0.01014 |
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| 方案 / 预测器 | Accuracy ↑ | Macro-F1 ↑ | MAE ↓ | RMSE ↓ | Pearson ↑ |
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结果不支持在最终模型中保留更复杂的 pairwise 分支；A1/A2 仍作为消融完整留档。附件 4 标签未参与训练、选型和结果计算。
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### 官方验证集性能
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表中数值为三 seed 均值 ± 标准差；分类保留 negative/neutral/positive 三类。
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| 模型 | Seeds | Accuracy ↑ | Macro-F1 ↑ | 强度 MAE ↓ | Pearson ↑ |
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|---|---:|---:|---:|---:|---:|
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| E0 EarlyConcat + BiGRU | **0.6236** | **0.5779** | 0.6614 | 0.8731 | **0.6092** |
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| E1/E2 MoFE-7 + MLP Router | 0.6140 | 0.5661 | **0.6426** | **0.8499** | 0.6014 |
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| EarlyConcat + BiGRU | 3 | 0.632 ± 0.010 | 0.594 ± 0.018 | **0.629 ± 0.008** | **0.621 ± 0.003** |
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| MoFE-7 + MLP Router | 3 | 0.624 ± 0.010 | **0.598 ± 0.009** | 0.639 ± 0.004 | 0.614 ± 0.004 |
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| ATI–HO A0 | 3 | **0.633 ± 0.002** | 0.593 ± 0.010 | 0.740 ± 0.015 | 0.565 ± 0.003 |
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EarlyConcat 的 Accuracy/Macro-F1 点估计较高，MoFE 的 MAE/RMSE 较低。这里复核的是已训练检查点，不是 Q3 新模型训练结果；指标差别不代表显著差异。
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A0 的 Accuracy 点估计略高，但 Macro-F1 接近两条基线，强度 MAE 和 Pearson 明显较弱。因此“最终选中”只表示它在预先规定的组合验证损失上均值最低，不表示它在所有指标上优于基线。
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### 附件 4 解释行为检查
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按验证视频组进行 1,000 次配对 Bootstrap。正值表示 ATI–HO 更好；MAE 差值定义为“基线 MAE − ATI–HO MAE”。所有区间均为 95%：
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下表数值是 20 个无人工解释标签样本的均值。Comprehensiveness 是删除高排名局部证据后预测类别 logit 的下降，越大说明当前预测对所选证据越敏感；Sufficiency 是只保留高排名证据后的完整输入 logit 绝对差，越小越接近完整输入。Deletion AUC 汇总删除 0%–70% 的 logit 下降。
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| 对比 | 指标 | 差值 | Bootstrap 区间 |
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|---|---|---:|---:|
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| A0 − EarlyConcat | Accuracy | +0.0027 | [-0.0157, 0.0218] |
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| A0 − EarlyConcat | Macro-F1 | +0.0044 | [-0.0192, 0.0287] |
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| EarlyConcat MAE − A0 MAE | MAE | -0.1211 | [-0.1553, -0.0892] |
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| A0 − EarlyConcat | Pearson | -0.0619 | [-0.0922, -0.0338] |
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| A0 − MoFE | Accuracy | +0.0000 | [-0.0177, 0.0182] |
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| A0 − MoFE | Macro-F1 | -0.0118 | [-0.0329, 0.0079] |
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| MoFE MAE − A0 MAE | MAE | -0.1158 | [-0.1488, -0.0835] |
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| A0 − MoFE | Pearson | -0.0571 | [-0.0863, -0.0268] |
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| 方案 | 删除 Top 10% ↑ | 删除 Top 30% ↑ | 仅保留 Top 10% 的绝对差 ↓ | 仅保留 Top 30% 的绝对差 ↓ | Deletion AUC ↑ | 尺度稳定性 Spearman ↑ |
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|---|---:|---:|---:|---:|---:|---:|
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| E0 EarlyConcat：Shapley + 局部遮蔽 | 0.4599 | **1.1218** | 0.5246 | 0.2542 | **0.9157** | 0.9047 |
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| E1 MoFE：Router + 反事实检验 | 0.2100 | 0.8702 | 0.4954 | 0.2500 | 0.7925 | — |
|
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| E2 MoFE：Shapley + 局部遮蔽 | **0.3515** | 0.9818 | **0.4116** | **0.1950** | 0.8371 | 0.8823 |
|
||||
分类差异区间跨零；连续强度指标显示 A0 在当前验证组上弱于两条基线。Bootstrap 描述固定训练检查点在验证视频组上的抽样不确定性，不代表训练 seed 不确定性。
|
||||
|
||||
在同一 MoFE 检查点上，E2 的删除分数和 deletion AUC 高于 E1，保留证据后的绝对差更低；这说明 E2 的局部 Shapley/遮蔽排序在本批样本上比 Router utility 更贴合预测器的遮蔽响应。两者的平均模态排序 Spearman 为 0.725，主导模态一致率为 17/20（85%），Router 与反事实贡献存在一定对应，但并不相同。E0/E2 的尺度稳定性是窗口宽度 1/3/5 得分排序相关的样本均值；E1 不是多尺度遮蔽解释，故不计算该值。
|
||||
### 结构与解释审计
|
||||
|
||||
Shapley 完备性检查覆盖分类与强度两种输出，最大绝对残差为 `4.44×10⁻¹⁶`；E1/E2 的 20 个样本预测类别、强度和类别概率逐项一致。上述 faithfulness 数值是模型响应诊断，不是人工解释准确率；删除/保留输入也可能偏离训练时的掩码分布，尤其是仅保留 10% 的情景。附件 4 没有词、音频帧或视频帧的可信时间戳；输出的视频秒数由归一化进程乘视频时长估算，只作人工回看定位，不代表物理时间对齐。遮蔽贡献也不证明现实情绪成因。
|
||||
ATI 参数向量为三个居中类别 logit 与负/正条件强度参数；A0 的输出按锚定主效应加和重构，训练后最大重构残差为 0。A0–A3 的锚定结构检查通过；D0 未锚定诊断用于检查缺失模态基线泄漏。
|
||||
|
||||
完整结果：[Q3 方案汇总](output/q3/first_round/q3_method_comparison.csv) · [运行清单与完备性审计](output/q3/first_round/run_manifest.json) · [附件 4 预测](output/q3/first_round/attachment4_predictions.csv) · [模态 Shapley 贡献](output/q3/first_round/attachment4_modal_shapley.csv) · [跨模态交互](output/q3/first_round/attachment4_pairwise_interactions.csv) · [局部证据](output/q3/first_round/attachment4_local_evidence.csv) · [逐样本 faithfulness](output/q3/first_round/faithfulness_by_sample.csv) · [验证集指标](output/q3/first_round/validation_metrics.json) · [验证集错误归因](output/q3/first_round/validation_error_attribution.csv) · [典型解释卡](output/q3/first_round/typical_explanation_card.md)。全部 20 个样本解释卡、证据图、候选帧与 CSV 保存在 [`output/q3/first_round/`](output/q3/first_round/)。
|
||||
最终 A0 在 728 条验证样本上的解析分类 Shapley 与 8 个模态联盟精确枚举通过率为 100%，最大绝对误差 6.81×10⁻⁷（容差 1e-6 绝对误差加 1e-5 相对误差）。Attachment 4 的 20 个无标签样本通过率也为 100%。类别选择和 sigmoid 解码后的强度输出为非线性量，因此强度贡献直接用 8 联盟精确枚举，没有套用参数线性分解。
|
||||
|
||||
### MoFE Router 热力图示例
|
||||
Attachment 4 的 Hierarchical Owen 归因按三模态外层分组、每模态 10 个相对进度片段内层分组，从 8 次随机排列开始并依据稳定性增加至最多 64 次。20 个样本的最大守恒残差为 4.41×10⁻⁶。删除/保留诊断采用 10%/20%/30% 预算，并以同模态、同片段数随机选择作对照；这些数值是模型遮挡响应，不是人工解释准确率或因果效应。训练 seed 与 1% 输入扰动稳定性分别记录在 [稳定性审计表](experiments/q3/ati_ho/results/ati_ho/stability_results.csv)。
|
||||
|
||||
下图选取附件 4 样本 02（完整输入时 MoFE 预测中性）和样本 03（预测负向）。每个样本各展示完整输入与一组受控遮蔽：样本 02 遮蔽文本 bins 6–20 和音频 bins 19–33，样本 03 遮蔽视觉 bins 19–33。完整样本三种模态各有 50/50 个可见 bin；残缺输入是人为构造的对照，不是附件 4 的原生缺失记录。上方文本、波形和视频帧只用蓝色斜线标记被遮蔽区；下方将 T、A、V、TA、TV、AV、TAV 七个 expert 横向并排，色块/数值表示该样本的平均 Router 权重，下方窄条显示 50 个相对进程 bin 上的 α[t,e]。每个 bin 的权重在可用 expert 中归一化；非可用 expert 权重为 0。色条显示原始 0–1 分数并用平方根归一化增强低权重可见度。顶部 T/A/V 数值是跨位置的 Router exposure share。
|
||||
本轮 14/20 个附件 4 样本在最多 64 次排列内满足 Owen 停止条件，平均 45.6 次。30% 删除时，ATI–HO 选中的局部片段使固定 logit margin 平均下降 0.433；同模态、同片段数随机片段下降 0.112。训练 seed 归因的平均相关为 0.252、top-5 Jaccard 为 0.380，说明细粒度位置排序存在 seed 波动；1% 输入扰动下的五个诊断样本保持了相同 top-5 证据。A0 每 seed 有 127,020 个可训练参数，三 seed 集成单样本推理约 4.842 ms；8 联盟 Shapley 约 0.044 秒/样本，Owen 约 0.131 秒/样本（RTX 5070 Ti）。这些时间只表示本轮运行环境。
|
||||
|
||||
样本 02 的 T/A/V exposure share 从完整输入的 35.8%/28.9%/35.2% 变为遮蔽文本与音频后的 29.9%/25.9%/44.1%，分类预测从中性变为正向。样本 03 从 35.9%/29.2%/34.9% 变为遮蔽视觉后的 39.6%/34.2%/26.2%，分类仍为负向。这些是两个受控样本的 Router 路由变化示例，不表示缺失模态的真实情绪贡献；α[t,e] 也不是反事实预测贡献。
|
||||
### 题目输出和完整材料
|
||||
|
||||
|
||||
题目输出目录 `output/q3/ati_ho/` 仅放附件 4 的预测与解释交付件：`attachment4_predictions.csv`（20 行类别、强度及概率）、`attachment4_explanations.csv`（参数分解及 Shapley）、`attachment4_local_evidence.csv`（Owen 片段贡献）、`attachment4_prediction_manifest.json`（输入/模型哈希和审计范围）。附件 4 没有标签，不报告其准确率或误差。
|
||||
|
||||
[PNG 高清图](output/q3/mofe_router_heatmap_examples.png) · [PDF 矢量版](output/q3/mofe_router_heatmap_examples.pdf) · [逐位置 Router 分数](output/q3/mofe_router_heatmap_scores.csv) · [样本与条件摘要](output/q3/mofe_router_heatmap_summary.csv) · [热力图运行清单](output/q3/mofe_router_heatmap_manifest.json) · [可复现绘图脚本](q3/plot_router_heatmaps.py)。
|
||||
工作区 `experiments/q3/ati_ho/` 保留完整候选与基线权重，以及逐 seed 指标、验证集 Shapley、Bootstrap、结构、Owen、fidelity、稳定性和复杂度结果。精简提交包包含最终 A0 三 seed 权重和完整结果表。主要文档：[实验结果](experiments/q3/ati_ho/results/ati_ho/ATI_HO_RESULTS.md) · [论文式报告](experiments/q3/ati_ho/results/ati_ho/ATI_HO_PAPER.md) · [验收摘要](experiments/q3/ati_ho/results/ati_ho/EXECUTIVE_SUMMARY.md) · [运行清单](experiments/q3/ati_ho/results/ati_ho/run_manifest.json) · [三 seed 指标表](experiments/q3/ati_ho/results/ati_ho/main_results.csv) · [视频组 Bootstrap](experiments/q3/ati_ho/results/ati_ho/bootstrap_results.csv) · [Owen 与 fidelity 明细](experiments/q3/ati_ho/results/ati_ho/owen_audit.csv) · [稳定性审计](experiments/q3/ati_ho/results/ati_ho/stability_results.csv) · [附件 4 预测](output/q3/ati_ho/attachment4_predictions.csv) · [附件 4 局部证据](output/q3/ati_ho/attachment4_local_evidence.csv)。
|
||||
|
||||
模型定义在 `model/ati_ho.py` 与 `model/ati_ho_config.py`，训练和评估命令见 [Q3 运行说明](q3/ati_ho/README.md)。此前 MoFE 第一轮解释与 Router 热力图已从题目输出目录移入工作区历史记录；当前 Q3 结果以 ATI–HO 为准。
|
||||
|
||||
@@ -0,0 +1,37 @@
|
||||
{
|
||||
"selected_method": "A0",
|
||||
"provisional_seed42_method": "A2",
|
||||
"candidate_methods_with_three_seeds": [
|
||||
"A2",
|
||||
"A0",
|
||||
"A1"
|
||||
],
|
||||
"selection_rule": "lowest mean fixed four-scenario validation task loss across seeds 42, 3407, 2026",
|
||||
"candidate_summary": [
|
||||
{
|
||||
"method": "A0",
|
||||
"seed_losses": "[0.8643234267339601, 0.8756466648735842, 0.8574190991265433]",
|
||||
"mean_validation_selection_loss": 0.8657963969113626,
|
||||
"std_validation_selection_loss": 0.009202622948013908,
|
||||
"seeds": 3,
|
||||
"validation_only_selection": true
|
||||
},
|
||||
{
|
||||
"method": "A1",
|
||||
"seed_losses": "[0.8649765662439577, 0.8810990981675766, 0.8557776766163963]",
|
||||
"mean_validation_selection_loss": 0.8672844470093102,
|
||||
"std_validation_selection_loss": 0.012817501026466038,
|
||||
"seeds": 3,
|
||||
"validation_only_selection": true
|
||||
},
|
||||
{
|
||||
"method": "A2",
|
||||
"seed_losses": "[0.8634063961741689, 0.880271397449158, 0.862087192279952]",
|
||||
"mean_validation_selection_loss": 0.8685883286344263,
|
||||
"std_validation_selection_loss": 0.010139311979910028,
|
||||
"seeds": 3,
|
||||
"validation_only_selection": true
|
||||
}
|
||||
],
|
||||
"attachment4_labels_used": false
|
||||
}
|
||||
Binary file not shown.
@@ -0,0 +1,8 @@
|
||||
method,seed,epoch,train_loss,valid_selection_loss,valid_clean_loss,lambda_interaction,lambda_mask
|
||||
A0,2026,1,1.0065954625606537,0.9363003446833118,0.931940136375008,0.001,0.0
|
||||
A0,2026,2,0.8319815562831031,0.8692282438278198,0.8585401066056975,0.001,0.0
|
||||
A0,2026,3,0.7417113295307866,0.8601733071135951,0.8481150000959963,0.001,0.0
|
||||
A0,2026,4,0.6949168112542894,0.8574190991265433,0.8474381146850166,0.001,0.0
|
||||
A0,2026,5,0.6569236450725131,0.8673936297277827,0.8559725572774698,0.001,0.0
|
||||
A0,2026,6,0.6017359914603057,0.9111922525770062,0.9027906433566586,0.001,0.0
|
||||
A0,2026,7,0.5584396239784029,0.9282659668843826,0.9144766841615949,0.001,0.0
|
||||
|
@@ -0,0 +1,137 @@
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 2026,
|
||||
"best_epoch": 4,
|
||||
"best_selection_loss": 0.8574190991265433,
|
||||
"elapsed_seconds": 6.77071833203081,
|
||||
"batch_size": 64,
|
||||
"epoch_limit": 12,
|
||||
"patience": 3,
|
||||
"optimizer": "AdamW",
|
||||
"learning_rate": 0.0003,
|
||||
"weight_decay": 0.001,
|
||||
"gradient_clip_norm": 1.0,
|
||||
"training_mask_rates": [
|
||||
0.0,
|
||||
0.1,
|
||||
0.3,
|
||||
0.5,
|
||||
0.7
|
||||
],
|
||||
"training_mask_patterns": [
|
||||
"single",
|
||||
"sync",
|
||||
"partial",
|
||||
"async"
|
||||
],
|
||||
"training_mask_seed_base": 20261227,
|
||||
"same_orders_and_masks_across_methods_for_same_seed": true,
|
||||
"config": {
|
||||
"name": "A0_main_effects",
|
||||
"low_rank": false,
|
||||
"cross_attention": false,
|
||||
"anchored": true,
|
||||
"lambda_interaction": 0.001,
|
||||
"lambda_mask": 0.0,
|
||||
"rank": 4,
|
||||
"hidden": 64,
|
||||
"gru_hidden_per_direction": 32,
|
||||
"attention_heads": 4,
|
||||
"attention_ffn": 128,
|
||||
"eta_init": 0.1
|
||||
},
|
||||
"history": [
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 2026,
|
||||
"epoch": 1,
|
||||
"train_loss": 1.0065954625606537,
|
||||
"valid_selection_loss": 0.9363003446833118,
|
||||
"valid_clean_loss": 0.931940136375008,
|
||||
"lambda_interaction": 0.001,
|
||||
"lambda_mask": 0.0
|
||||
},
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 2026,
|
||||
"epoch": 2,
|
||||
"train_loss": 0.8319815562831031,
|
||||
"valid_selection_loss": 0.8692282438278198,
|
||||
"valid_clean_loss": 0.8585401066056975,
|
||||
"lambda_interaction": 0.001,
|
||||
"lambda_mask": 0.0
|
||||
},
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 2026,
|
||||
"epoch": 3,
|
||||
"train_loss": 0.7417113295307866,
|
||||
"valid_selection_loss": 0.8601733071135951,
|
||||
"valid_clean_loss": 0.8481150000959963,
|
||||
"lambda_interaction": 0.001,
|
||||
"lambda_mask": 0.0
|
||||
},
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 2026,
|
||||
"epoch": 4,
|
||||
"train_loss": 0.6949168112542894,
|
||||
"valid_selection_loss": 0.8574190991265433,
|
||||
"valid_clean_loss": 0.8474381146850166,
|
||||
"lambda_interaction": 0.001,
|
||||
"lambda_mask": 0.0
|
||||
},
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 2026,
|
||||
"epoch": 5,
|
||||
"train_loss": 0.6569236450725131,
|
||||
"valid_selection_loss": 0.8673936297277827,
|
||||
"valid_clean_loss": 0.8559725572774698,
|
||||
"lambda_interaction": 0.001,
|
||||
"lambda_mask": 0.0
|
||||
},
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 2026,
|
||||
"epoch": 6,
|
||||
"train_loss": 0.6017359914603057,
|
||||
"valid_selection_loss": 0.9111922525770062,
|
||||
"valid_clean_loss": 0.9027906433566586,
|
||||
"lambda_interaction": 0.001,
|
||||
"lambda_mask": 0.0
|
||||
},
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 2026,
|
||||
"epoch": 7,
|
||||
"train_loss": 0.5584396239784029,
|
||||
"valid_selection_loss": 0.9282659668843826,
|
||||
"valid_clean_loss": 0.9144766841615949,
|
||||
"lambda_interaction": 0.001,
|
||||
"lambda_mask": 0.0
|
||||
}
|
||||
],
|
||||
"mask_counts": {
|
||||
"0.1/async": 1149,
|
||||
"0.0/async": 1181,
|
||||
"0.5/sync": 1205,
|
||||
"0.0/sync": 1177,
|
||||
"0.5/single": 1154,
|
||||
"0.0/single": 1223,
|
||||
"0.7/async": 1223,
|
||||
"0.0/partial": 1254,
|
||||
"0.7/sync": 1182,
|
||||
"0.5/partial": 1182,
|
||||
"0.3/partial": 1153,
|
||||
"0.1/partial": 1216,
|
||||
"0.3/single": 1178,
|
||||
"0.3/async": 1180,
|
||||
"0.5/async": 1182,
|
||||
"0.1/single": 1208,
|
||||
"0.7/single": 1129,
|
||||
"0.3/sync": 1220,
|
||||
"0.1/sync": 1187,
|
||||
"0.7/partial": 1182
|
||||
}
|
||||
}
|
||||
Binary file not shown.
@@ -0,0 +1,7 @@
|
||||
method,seed,epoch,train_loss,valid_selection_loss,valid_clean_loss,lambda_interaction,lambda_mask
|
||||
A0,3407,1,1.0028652648131053,0.9436100423336029,0.9391928321712619,0.001,0.0
|
||||
A0,3407,2,0.8238278020311285,0.8820641582811272,0.8730134918139532,0.001,0.0
|
||||
A0,3407,3,0.74309202587163,0.8756466648735842,0.8646609815922413,0.001,0.0
|
||||
A0,3407,4,0.6922215135009201,0.8815795684253777,0.8710692741058685,0.001,0.0
|
||||
A0,3407,5,0.6518548451088093,0.9090294297579881,0.8968785254509895,0.001,0.0
|
||||
A0,3407,6,0.6016097575150154,0.9234253629878326,0.9113659098908141,0.001,0.0
|
||||
|
@@ -0,0 +1,127 @@
|
||||
{
|
||||
"method": "A0",
|
||||
"seed": 3407,
|
||||
"best_epoch": 3,
|
||||
"best_selection_loss": 0.8756466648735842,
|
||||
"elapsed_seconds": 5.952770586998668,
|
||||
"batch_size": 64,
|
||||
"epoch_limit": 12,
|
||||
"patience": 3,
|
||||
"optimizer": "AdamW",
|
||||
"learning_rate": 0.0003,
|
||||
"weight_decay": 0.001,
|
||||
"gradient_clip_norm": 1.0,
|
||||
"training_mask_rates": [
|
||||
0.0,
|
||||
0.1,
|
||||
0.3,
|
||||
0.5,
|
||||
0.7
|
||||
],
|
||||
"training_mask_patterns": [
|
||||
"single",
|
||||
"sync",
|
||||
"partial",
|
||||
"async"
|
||||
],
|
||||
"training_mask_seed_base": 20261227,
|
||||
"same_orders_and_masks_across_methods_for_same_seed": true,
|
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"method": "A3",
|
||||
"best_selection_loss": 0.8637567355737581,
|
||||
"best_epoch": 2
|
||||
},
|
||||
{
|
||||
"method": "A0",
|
||||
"best_selection_loss": 0.8643234267339601,
|
||||
"best_epoch": 4
|
||||
},
|
||||
{
|
||||
"method": "A1",
|
||||
"best_selection_loss": 0.8649765662439577,
|
||||
"best_epoch": 4
|
||||
}
|
||||
],
|
||||
"provisional_selected_candidate": "A2",
|
||||
"selection_rule": "lowest fixed four-scenario ATI task loss on the locked official validation split; seed 42 only in Stage I"
|
||||
}
|
||||
@@ -0,0 +1,61 @@
|
||||
# ATI–HO：基于锚定时间交互与分层 Owen 归因的多模态情感预测
|
||||
|
||||
## 摘要
|
||||
|
||||
本文在复杂场景多模态情感识别的第三问中实现 ATI–HO，并以官方未对齐输入和统一 Q1 adapter 为基础训练。实验包含 EarlyConcat + BiGRU、MoFE-7 + MLP Router，以及 ATI 主效应、低秩 pairwise、锚定 cross-attention 和可见性掩码辅助消融。ATI–HO 的最终方案由锁定验证集选择为 **A0**，三 seed 固定场景验证损失均值最小。最终模型在 728 条验证样本上的解析 Shapley 与 8 联盟精确枚举通过率为 100.000%。这里的结果支持“输出参数存在可核验的加和分解”，不构成对情绪因果机制的证明。
|
||||
|
||||
## 1. 问题与方法
|
||||
|
||||
给定 Text、Audio、Vision 三路 50 步相对进度序列及逐步可见掩码，预测 negative/neutral/positive 类别与 [-3,3] 强度。每个模态使用私有投影、双向 GRU（每方向 32 隐单元）和注意力池化。主效应以显式空输入前向相减锚定为零。ATI 参数向量为三个居中类别 logit 与负/正条件强度参数：
|
||||
|
||||
`ξ = b + Σ_m G_m + Σ_{m<n} G_mn`。
|
||||
|
||||
A1 的 pairwise 低秩分支秩为 4。A2 加入一层 4 头交叉注意力（隐藏维 64、FFN 128）；交互分支仅读入对应两种模态，并以缺失模态基线的四项差分锚定。未启用三阶项。A3 增加从遮挡输入恢复原始可见性掩码的辅助目标（λmask=0.05）；这只是可见性去噪代理，不是人工证据标签。负/正条件强度为 `3σ(r−)` 与 `3σ(r+)`，中性类解码强度严格为 0。
|
||||
|
||||
## 2. 训练与选型协议
|
||||
|
||||
训练、验证、测试按官方来源视频组拆分；Adapter 的 50 槽相对进度定义、输入维度与训练集 robust scaler 冻结。训练 mask rate 为 0/.1/.3/.5/.7，单模态、同步、部分同步、异步模式；优化器 AdamW，学习率 3e-4、权重衰减 1e-3、梯度裁剪 1.0，最多 12 epoch、耐心值 3。ATI 的损失为 CE + 条件幅度 SmoothL1 + 0.2×Huber(δ=.25) + interaction penalty + 可选可见性辅助损失。B0/B1 使用原模型的 CE + 0.5×SmoothL1 输出目标，数据划分、遮挡计划和优化器设置相同。
|
||||
|
||||
Stage I 用 seed 42 跑 A0–A3 与 D0，并执行结构检查。Stage II 对 A2 初选方案与 A0/A1 两项关键消融，以及 EarlyConcat/MoFE，使用 seeds 42/3407/2026。最终按 A0/A1/A2 三 seed 平均固定场景验证损失选型：
|
||||
|
||||
| A0 | 0.86580 ± 0.00920 |
|
||||
| A1 | 0.86728 ± 0.01282 |
|
||||
| A2 | 0.86859 ± 0.01014 |
|
||||
|
||||
## 3. 预测结果
|
||||
|
||||
| 方法 | Seeds | Accuracy | Macro-F1 | Weighted-F1 | MAE | RMSE | Pearson |
|
||||
|---|---:|---:|---:|---:|---:|---:|---:|
|
||||
| B0_early_concat | 3 | 0.632 ± 0.010 | 0.594 ± 0.018 | 0.621 ± 0.014 | 0.629 ± 0.008 | 0.839 ± 0.015 | 0.621 ± 0.003 |
|
||||
| B5_mofe_mlp | 3 | 0.624 ± 0.010 | 0.598 ± 0.009 | 0.621 ± 0.007 | 0.639 ± 0.004 | 0.853 ± 0.008 | 0.614 ± 0.004 |
|
||||
| A0 | 3 | 0.633 ± 0.002 | 0.593 ± 0.010 | 0.621 ± 0.007 | 0.740 ± 0.015 | 0.971 ± 0.017 | 0.565 ± 0.003 |
|
||||
|
||||
差异区间在三 seed 集成预测上采用验证集配对来源视频组 bootstrap（1,000 次）；上表是逐 seed 指标的均值，因此非线性指标的点估计可能不同。附件4无标签，未在该集合上计算准确率、F1 或回归误差。
|
||||
|
||||
## 4. 内生分解与分类 Shapley
|
||||
|
||||
对最终 ATI 模型，主效应与 pairwise 交互在输出参数层严格加和。分类解释固定完整输入的预测类与次高类，解释目标为两者 logit margin；解析 Shapley 将主效应完整分给对应模态、每项 pairwise 项各分一半。通过枚举 8 个模态联盟得到独立精确值，并逐样本按绝对 1e-6 加相对 1e-5 容差比对。审计数值：均值 `5.47e-08`，中位数 `3.41e-08`，P95 `1.73e-07`，最大值 `6.81e-07`，通过率 100.000%。
|
||||
|
||||
强度输出通过预测类别选择与 sigmoid 解码，具有非线性。因此强度归因对 8 个联盟直接精确枚举，未把强度写成参数项的线性和。
|
||||
|
||||
## 5. Hierarchical Owen 局部归因
|
||||
|
||||
外层把模态作为三组，枚举随机模态排列；内层在每个模态内随机排列 10 个 5 槽相对进度片段。累计边际变化构成局部分配。Attachment 4 每个样本从 Rπ=8 起，根据 top-5 Jaccard 和 Owen 标准误决定是否增加至 16/32/64；本轮 14/20 个样本达到稳定条件，平均排列数 45.6。保存逐片段贡献、标准误、停止状态与模态/全局守恒残差。由于没有物理时间戳，所有位置以归一化进度和槽索引表示。
|
||||
|
||||
## 6. Fidelity 与稳定性
|
||||
|
||||
以固定类别 margin 做 10/20/30% 删除和只保留实验，并与相同模态、相同片段数的随机对照比较。ATI-Owen、EarlyConcat 后验 Owen、MoFE 后验 Owen 和 MoFE Router utility 均使用相同遮挡预算。Router 分数表示路由权重，不当作预测贡献。验证集 fidelity 使用预先固定的每类至多 20 条样本；Attachment 4 全部 20 条样本用于无标签解释检查。
|
||||
|
||||
稳定性拆分为 Owen permutation sampling、训练 seed 和 1% 输入扰动。各自的相关、top-5 Jaccard、主导模态一致率与标准误分别存储，不能合并称作单一“解释稳定性”。数值见 `stability_results.csv`。
|
||||
|
||||
## 7. 计算成本
|
||||
|
||||
模型参数量、单样本推理时延、8 联盟 Shapley 与局部 Owen 运行时间记录在 `complexity.csv`，主要测量值见上表。测试环境为本次实际运行设备；运行时间是当前 GPU/软件栈的测量值，不作为跨硬件复杂度结论。
|
||||
|
||||
## 8. 讨论与限制
|
||||
|
||||
验证集选择 A0，说明在当前数据规模、mask 协议与 seed 波动下，增加 pairwise 交互没有带来更低的平均选择损失；因此最终提交不强行保留它们。A1/A2 仍作为消融材料留存。分解解释的是模型输出参数，不是模态对真实情绪的因果作用。相对进度对齐只统一序列位置，不代表真实同步时刻；可见性辅助目标也不能替代人工证据标注。当前报告没有三阶项。
|
||||
|
||||
## 9. 可复现产物
|
||||
|
||||
代码：`model/ati_ho.py`、`model/ati_ho_config.py`、`q3/ati_ho/`。训练权重与日志：`experiments/q3/ati_ho/models/`。完整表格与图：`experiments/q3/ati_ho/results/ati_ho/`。附件4预测/解释交付文件：`output/q3/ati_ho/`。
|
||||
@@ -0,0 +1,91 @@
|
||||
# ATI–HO Q3 实验结果
|
||||
|
||||
## 选型与数据
|
||||
|
||||
最终模型按锁定验证集四场景任务损失的三 seed 均值选择为 **A0**。Stage I seed 42 初选模型为 `A2`；Stage II 对初选模型与两项关键消融统一使用 seed 42、3407、2026。Attachment 4 标签未参与训练、选型或指标计算。
|
||||
|
||||
输入来自官方 `unaligned_50.pkl`，使用统一 Q1 Relative-Progress adapter 投影到 50 个归一化进度槽，维度为 Text 768、Audio 74、Vision 35。训练/验证/测试分别为 3,395/728/727 条，视频组数为 1,528/239/381，组间重叠为 0。缩放器只在训练组拟合，与既有 Q2 scaler 最大绝对差异为 0。
|
||||
|
||||
## 验证集性能
|
||||
|
||||
| 方法 | Seeds | Accuracy | Macro-F1 | MAE | Pearson |
|
||||
|---|---:|---:|---:|---:|---:|
|
||||
| B0_early_concat | 3 | 0.632 ± 0.010 | 0.594 ± 0.018 | 0.629 ± 0.008 | 0.621 ± 0.003 |
|
||||
| B5_mofe_mlp | 3 | 0.624 ± 0.010 | 0.598 ± 0.009 | 0.639 ± 0.004 | 0.614 ± 0.004 |
|
||||
| A0 | 3 | 0.633 ± 0.002 | 0.593 ± 0.010 | 0.740 ± 0.015 | 0.565 ± 0.003 |
|
||||
|
||||
数值为 seed 均值 ± 标准差。主要模型采用三分类指标和连续强度指标；附件4只有预测和解释输出，不报告无标签样本的准确率。
|
||||
|
||||
### ATI 消融选型
|
||||
|
||||
| ATI 方案 | 固定场景验证损失（均值 ± 标准差） |
|
||||
|---|---:|
|
||||
| A0 | 0.86580 ± 0.00920 |
|
||||
| A1 | 0.86728 ± 0.01282 |
|
||||
| A2 | 0.86859 ± 0.01014 |
|
||||
|
||||
|
||||
|
||||
## 配对视频组 Bootstrap
|
||||
|
||||
正值表示 ATI–HO 更好；MAE 的差值定义为基线 MAE 减 ATI–HO MAE。区间以来源视频为重采样单位，1,000 次。
|
||||
|
||||
| 比较 | 指标 | 差值 | 95% CI |
|
||||
|---|---|---:|---:|
|
||||
| A0 vs B0_early_concat | macro_f1 | 0.0044 | [-0.0192, 0.0287] |
|
||||
| A0 vs B0_early_concat | mae | -0.1211 | [-0.1553, -0.0892] |
|
||||
| A0 vs B0_early_concat | pearson | -0.0619 | [-0.0922, -0.0338] |
|
||||
| A0 vs B0_early_concat | accuracy | 0.0027 | [-0.0157, 0.0218] |
|
||||
| A0 vs B5_mofe_mlp | macro_f1 | -0.0118 | [-0.0329, 0.0079] |
|
||||
| A0 vs B5_mofe_mlp | mae | -0.1158 | [-0.1488, -0.0835] |
|
||||
| A0 vs B5_mofe_mlp | pearson | -0.0571 | [-0.0863, -0.0268] |
|
||||
| A0 vs B5_mofe_mlp | accuracy | 0.0000 | [-0.0177, 0.0182] |
|
||||
|
||||
Bootstrap 在三 seed 集成预测上计算，表格中的性能均值则是逐 seed 指标的均值。指标是非线性的，两处点估计不要求完全相等。
|
||||
|
||||
## 结构与归因审计
|
||||
|
||||
- A0–A3 主效应、加和重构与锚定检查通过；D0 未锚定诊断检出缺失模态泄漏。
|
||||
- 最终模型训练后最大加和重构残差：`0`。
|
||||
- 最终模型在 728 条锁定验证样本上的解析 Shapley 与 8 联盟枚举通过率：100.000%；最大绝对误差 `6.81e-07`，容差为绝对 1e-6 加相对 1e-5。
|
||||
- Attachment 4 的解析/精确分类 Shapley 通过率：100.000%（n=20）。最终强度输出经类别选择与 sigmoid 解码，使用 8 联盟精确 Shapley；不把强度贡献称为线性参数分解。
|
||||
- Attachment 4 Hierarchical Owen 局部守恒最大残差：`4.41e-06`。每个样本按模态外层排列、模态内 10 个相对进度片段排列，Rπ 从 8 起并在稳定时停止，最多 64。
|
||||
|
||||
## Fidelity 诊断
|
||||
|
||||
删除/保留测试分别使用每模态相同片段数、同一 10/20/30% 预算，并与同模态随机片段对照。Attachment 4 没有标签，因此仅报告固定 logit margin 对输入遮挡的响应，不称为解释准确率或因果效应。验证集另取固定的类别分层子集，用于同一模型忠实性诊断；结果见 `fidelity_results.csv`。
|
||||
|
||||
Attachment 4 的 30% 删除比较（20 个无标签样本均值）如下。数值越大表示遮掉所选片段后固定类别 margin 降得越多；“完整−保留 margin”是带符号差值，负值表示只保留高分片段时 margin 高于完整输入。
|
||||
|
||||
| 解释来源 | 片段排序 | 删除 margin 降幅 | 完整−保留 margin |
|
||||
|---|---|---:|---:|
|
||||
| ATI_HO_Owen | owen | 0.433 | -0.287 |
|
||||
| ATI_HO_Owen | matched_random | 0.112 | 0.308 |
|
||||
| EarlyConcat_posthoc_Owen | owen | 0.448 | 0.479 |
|
||||
| EarlyConcat_posthoc_Owen | matched_random | 0.305 | 0.621 |
|
||||
| MoFE_posthoc_Owen | owen | 0.469 | 0.526 |
|
||||
| MoFE_posthoc_Owen | matched_random | 0.346 | 0.764 |
|
||||
| MoFE_router_utility | owen | 0.370 | 0.769 |
|
||||
| MoFE_router_utility | matched_random | 0.346 | 0.764 |
|
||||
|
||||
ATI–HO Owen 排序在 30% 删除下的 margin 降幅为 0.433，匹配随机片段为 0.112。该差异反映这批无标签样本上的模型遮挡响应，不是解释正确率。
|
||||
|
||||
## 稳定性与成本
|
||||
|
||||
Attachment 4 Owen 归因有 14/20 个样本在最多 64 次以内达到预设稳定条件，平均使用 45.6 次排列。训练 seed 归因的平均 signed correlation 为 0.252、top-5 Jaccard 为 0.380；因此细粒度位置归因对训练 seed 的一致性有限。1% 特征扰动诊断单独列于 `stability_results.csv`。
|
||||
|
||||
| 模型 | 每 seed 可训练参数 | 三 seed 集成单样本延迟（ms） | 精确 8 联盟 Shapley（秒/样本） | Owen（秒/样本） |
|
||||
|---|---:|---:|---:|---:|
|
||||
| A0 | 127020 | 4.842 | 0.044 | 0.131 |
|
||||
| B0_early_concat | 253124 | 1.689 | — | — |
|
||||
| B5_mofe_mlp | 306523 | 4.661 | — | — |
|
||||
|
||||
时延在本轮 RTX 5070 Ti 上测得，包含三 seed 集成前向；只作本机参考。
|
||||
|
||||
## 限制
|
||||
|
||||
输入按归一化进度排序；没有可靠的逐词或逐帧物理时间戳。局部片段索引不得解释成秒数。模型归因描述当前模型对输入遮挡的响应，不证明人类情绪的因果机制。当前最终 A0 只保留锚定主效应；验证结果未支持保留更复杂的 pairwise 结构。A1/A2 结果作为消融保留。
|
||||
|
||||
## 复现文件
|
||||
|
||||
训练和评估代码位于 `q3/ati_ho/`，模型定义位于 `model/ati_ho.py` 与 `model/ati_ho_config.py`；权重、训练记录和 CSV 审计位于 `experiments/q3/ati_ho/`；附件4预测与解释交付件位于 `output/q3/ati_ho/`。运行方式见 `q3/ati_ho/README.md`。
|
||||
@@ -0,0 +1,18 @@
|
||||
# ATI–HO 验收摘要
|
||||
|
||||
1. **ATI–HO 是否训练成功？** 是。A0–A3 与 D0 seed 42 smoke run 成功；B0、B1、A0、A1、A2 完成 seed 42/3407/2026 Stage II 训练。
|
||||
2. **最终选了哪个方案？** A0，按三 seed 固定场景验证损失均值最低选出；附件4没有参与选型。
|
||||
3. **预测差异是多少？** 指标均值、seed 标准差和配对视频组 bootstrap 区间见 `main_results.csv` 与 `bootstrap_results.csv`；三类指标保留 neutral 类。
|
||||
4. **三 seed 稳定吗？** 每种主要方案的 seed 均值、标准差见主结果；解释训练 seed 稳定性单独见 `stability_results.csv`。
|
||||
5. **Zero-anchor 通过吗？** A0–A3 通过；D0 未锚定对照检测到缺失模态泄漏。
|
||||
6. **加和分解通过吗？** 是；最大训练后验证样本残差 `0`。
|
||||
7. **解析 Shapley 与精确 Shapley 最大误差？** `6.81e-07`，全体验证集通过率 100.000%。
|
||||
8. **Owen 是否守恒？** Attachment 4 20 个样本最大局部守恒残差 `4.41e-06`；每例 permutation 数和停止规则见 `owen_audit.csv`。
|
||||
9. **ATI 解释优于随机对照吗？** 删除/保留 margin 差异和随机对照见 `fidelity_results.csv`；只描述模型遮挡响应，不称解释准确率。
|
||||
10. **A3 可见性辅助值得保留吗？** A3 只在 seed 42 作为消融；当前最终方案为 A0，没有据此把 A3 声称为最终增益。
|
||||
11. **需要三阶项吗？** 没有运行三阶项，也没有证据要求加入。
|
||||
12. **主要失败模式是什么？** pairwise 增益未稳定改善验证选择损失；Relative-Progress 不提供物理时间同步；相对位置解释依赖 adapter 的序列顺序假设。
|
||||
13. **报告在哪里？** `ATI_HO_PAPER.md`；结果摘要 `ATI_HO_RESULTS.md`。
|
||||
14. **哪些结论是真实测量？** 训练、验证、结构、Shapley、Owen、fidelity 和成本表均由本轮实际运行写出；对因果机制的解释仅为讨论限制。
|
||||
|
||||
未在 Attachment 4 报告准确率，因为该附件无标签。
|
||||
@@ -0,0 +1,6 @@
|
||||
method,scenario,seeds,seed_values,accuracy_mean,accuracy_std,macro_f1_mean,macro_f1_std,weighted_f1_mean,weighted_f1_std,negative_recall_mean,negative_recall_std,neutral_recall_mean,neutral_recall_std,positive_recall_mean,positive_recall_std,mae_mean,mae_std,rmse_mean,rmse_std,pearson_mean,pearson_std,ece_15bin_mean,ece_15bin_std,brier_multiclass_mean,brier_multiclass_std
|
||||
A2,clean,3,42;2026;3407,0.6282051282051282,0.007565344158360003,0.5866647796551073,0.009280484436560092,0.6149787455507814,0.008248376137727963,0.6666666666666666,0.017047983418855557,0.3297101449275362,0.012551092808470117,0.7672583826429981,0.0034162737821871523,0.7383753259976705,0.013877222030272925,0.9758815346671185,0.008099577460254064,0.5556109246498617,0.004399425037042815,0.057760260739933456,0.014230734504568888,0.48899068775299437,0.007716226976216622
|
||||
A0,clean,3,42;2026;3407,0.6327838827838828,0.002098248944576842,0.5927592873213748,0.009979347632373405,0.6208943566223498,0.006917829462582412,0.6650485436893204,0.004854368932038833,0.3460144927536232,0.04931397677107318,0.7692307692307693,0.022336788270031806,0.7395412921905518,0.015418201651857229,0.9711608862927495,0.016588709362805595,0.5650186742293773,0.003279615699570119,0.06760308393464858,0.017436884754508133,0.48377470037235226,0.006484528702529409
|
||||
A1,clean,3,42;2026;3407,0.6304945054945055,0.004952680323439528,0.5896195581832381,0.01402639310657412,0.6178894811695653,0.010316812963934276,0.6650485436893204,0.01941747572815533,0.338768115942029,0.055778276515727,0.7682445759368837,0.01878950580202927,0.7442829608917236,0.021281878035032637,0.9805294891091051,0.01590575079847491,0.5555793965011175,0.00582410250097964,0.06590750150300646,0.007579637824038707,0.48636199397189056,0.0072350105852137326
|
||||
A3,clean,1,42,0.6332417582417582,0.0,0.5936281260497563,0.0,0.6199288539549584,0.0,0.6893203883495146,0.0,0.33152173913043476,0.0,0.7633136094674556,0.0,0.7453784346580505,0.0,0.9772099904252733,0.0,0.5522846783718228,0.0,0.04276419545595462,0.0,0.4834622332419921,0.0
|
||||
D0,clean,1,42,0.6373626373626373,0.0,0.5977085876035364,0.0,0.6239279574522623,0.0,0.6893203883495146,0.0,0.33695652173913043,0.0,0.7692307692307693,0.0,0.7462448477745056,0.0,0.9789749559797623,0.0,0.5526887947067878,0.0,0.04225155408238318,0.0,0.4832488047724786,0.0
|
||||
|
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,21 @@
|
||||
case_id,fixed_target_class,fixed_runner_up_class,full_logit_margin,baseline_r_negative,baseline_r_positive,analytic_vs_exact_shapley_max_abs,analytic_vs_exact_shapley_all_pass,exact_intensity_shapley_sum,intensity_full_minus_empty_coalition,intensity_shapley_efficiency_residual,coordinate_mode,physical_time_alignment,G_T_logit_negative,G_T_logit_neutral,G_T_logit_positive,G_T_r_negative,G_T_r_positive,analytic_class_shapley_T,exact_class_shapley_T,exact_intensity_shapley_T,G_A_logit_negative,G_A_logit_neutral,G_A_logit_positive,G_A_r_negative,G_A_r_positive,analytic_class_shapley_A,exact_class_shapley_A,exact_intensity_shapley_A,G_V_logit_negative,G_V_logit_neutral,G_V_logit_positive,G_V_r_negative,G_V_r_positive,analytic_class_shapley_V,exact_class_shapley_V,exact_intensity_shapley_V,G_TA_logit_negative,G_TA_logit_neutral,G_TA_logit_positive,G_TA_r_negative,G_TA_r_positive,G_TV_logit_negative,G_TV_logit_neutral,G_TV_logit_positive,G_TV_r_negative,G_TV_r_positive,G_AV_logit_negative,G_AV_logit_neutral,G_AV_logit_positive,G_AV_r_negative,G_AV_r_positive,baseline_logit_negative,full_parameter_logit_negative,baseline_logit_neutral,full_parameter_logit_neutral,baseline_logit_positive,full_parameter_logit_positive,full_parameter_r_negative,full_parameter_r_positive
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
14,positive,neutral,0.17552608251571655,-0.03336911275982857,-0.02806602418422699,3.787378477504433e-08,True,-0.5350744724273682,-0.5350744724273682,0.0,relative_progress,False,-1.025192379951477,0.941837728023529,0.083354651927948,-0.2702452540397644,-0.3983325660228729,-0.858483076095581,-0.8584830382217963,-1.0336409012476602,-0.14746510982513428,-0.10266011953353882,0.2501252293586731,-0.3350585103034973,-0.25513797998428345,0.3527853488922119,0.3527853271613518,0.2199622591336568,-0.29058393836021423,-0.19060233235359192,0.48118627071380615,-0.23630091547966003,-0.09704461693763733,0.6717885732650757,0.6717886111388603,0.2786041696866353,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.4681880474090576,-0.003916915971785784,0.6446583271026611,0.005518266931176186,0.8201844096183777,-0.8749737739562988,-0.7785811424255371
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||||
15,positive,neutral,3.1091278791427612,-0.03336911275982857,-0.02806602418422699,1.6577541828155518e-07,True,-0.3441582918167114,-0.3441582918167114,0.0,relative_progress,False,-1.7186782360076904,-0.38246893882751465,2.101147174835205,-0.5896317958831787,-0.02962455153465271,2.4836161136627197,2.4836159478873014,-0.021669268608093258,-0.14169877767562866,-0.11777668446302414,0.2594754695892334,-0.3810732960700989,-0.16558730602264404,0.37725216150283813,0.3772521745413542,-0.12142491340637207,-0.25492432713508606,0.008049803785979748,0.24687449634075165,-0.34001070261001587,-0.2736431062221527,0.23882469534873962,0.23882469348609447,-0.20106410980224607,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-2.1202478408813477,-0.003916915971785784,-0.4961127042770386,0.005518266931176186,2.6130151748657227,-1.3440849781036377,-0.49692100286483765
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16,negative,neutral,4.228886842727661,-0.03336911275982857,-0.02806602418422699,1.5444432695937982e-07,True,-3.0126639604568477,-3.012663960456848,4.440892098500626e-16,relative_progress,False,2.9560515880584717,-1.2988104820251465,-1.657240867614746,0.566375195980072,0.0027166109066456556,4.254861831665039,4.254861882111678,-2.9760817686716714,-0.02732587233185768,-0.04761290177702904,0.07493877410888672,-0.11062884330749512,-0.1420450508594513,0.020287029445171356,0.020286875000844397,-0.011243383089701336,-0.03721527382731438,0.008017238229513168,0.02919803373515606,-0.3774202764034271,-0.44900593161582947,-0.045232512056827545,-0.04523256033038099,-0.02533880869547525,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,2.886563777923584,-0.003916915971785784,-1.3423230648040771,0.005518266931176186,-1.5475858449935913,0.0449569895863533,-0.6164003610610962
|
||||
17,positive,neutral,3.5790738463401794,-0.03336911275982857,-0.02806602418422699,1.2231369783677337e-07,True,-0.19588220119476318,-0.19588220119476318,0.0,relative_progress,False,-1.7191108465194702,-0.765514075756073,2.4846248626708984,-0.5405866503715515,0.05220368504524231,3.250138998031616,3.250139120345314,0.26819344361623126,-0.06238323450088501,0.11898847669363022,-0.05660523474216461,-0.19090893864631653,-0.1367032825946808,-0.17559370398521423,-0.1755937902877728,-0.5605612794558207,-0.27668532729148865,-0.10920405387878418,0.3858893811702728,-0.134759321808815,-0.17871713638305664,0.495093435049057,0.49509339344998193,0.09648563464482625,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-2.0631260871887207,-0.003916915971785784,-0.7596465945243835,0.005518266931176186,2.819427251815796,-0.8996240496635437,-0.2912827730178833
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18,neutral,negative,0.24999400973320007,-0.03336911275982857,-0.02806602418422699,1.2262413889851942e-08,True,-1.4789518117904663,-1.4789518117904663,0.0,relative_progress,False,0.28653019666671753,0.403386652469635,-0.6899168491363525,-0.019597142934799194,-0.21449951827526093,0.11685645580291748,0.11685644571358958,-0.7159723242123921,-0.0920357033610344,-0.11092132329940796,0.20295703411102295,-0.2633468806743622,-0.1888737976551056,-0.018885619938373566,-0.018885626302411158,-0.04700716336568196,0.007763783447444439,0.15875737369060516,-0.16652116179466248,-0.2628101110458374,-0.28852805495262146,0.15099358558654785,0.15099359784896174,-0.7159723242123921,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,0.19731178879737854,-0.003916915971785784,0.4473057985305786,0.005518266931176186,-0.6479626893997192,-0.5791232585906982,-0.7199673652648926
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||||
19,positive,negative,0.12766507267951965,-0.03336911275982857,-0.02806602418422699,2.7939677238464355e-09,True,-0.08535563945770264,-0.08535563945770264,0.0,relative_progress,False,0.7118504047393799,-0.72557532787323,0.013724908232688904,-0.0308525450527668,-0.001771043986082077,-0.6981254816055298,-0.6981254825368524,-1.2033302386601765,-0.041151344776153564,0.06523413956165314,-0.02408279851078987,-0.1305142492055893,-0.05948138236999512,0.017068546265363693,0.017068549059331417,-0.4989778598149618,-0.2795937955379486,-0.23906968533992767,0.5186634659767151,-0.14898139238357544,-0.05279204994440079,0.7982572317123413,0.7982572307810187,1.6169524590174356,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,0.3861587941646576,-0.003916915971785784,-0.9033277034759521,0.005518266931176186,0.5138238668441772,-0.3437173068523407,-0.14211049675941467
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||||
20,positive,neutral,1.7363310009241104,-0.03336911275982857,-0.02806602418422699,4.4393042741841526e-08,True,-0.40033042430877674,-0.40033042430877686,1.1102230246251565e-16,relative_progress,False,-1.9999498128890991,0.14454472064971924,1.8554052114486694,-0.46275147795677185,-0.2674782872200012,1.7108604907989502,1.7108604659636812,1.316787560780843,0.05088898167014122,-0.08756403625011444,0.03667505830526352,-0.10067225992679596,-0.0886862576007843,0.12423909455537796,0.12423905016233522,-1.1897882024447122,-0.020659327507019043,0.06443151831626892,-0.04377218708395958,-0.28119325637817383,-0.19312873482704163,-0.1082037091255188,-0.10820371254036823,-0.5273297826449076,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,-0.004946508444845676,-1.9746668338775635,-0.003916915971785784,0.11749528348445892,0.005518266931176186,1.8538262844085693,-0.8779861330986023,-0.5773593187332153
|
||||
|
@@ -0,0 +1,601 @@
|
||||
case_id,modality,relative_bin,relative_position_start,relative_position_end,local_owen_margin_contribution,owen_standard_error,permutations,stopping_status,physical_time_alignment
|
||||
01,text,0,0.0,0.1,0.15501678062719293,0.02824737907762575,64,max_permutations,False
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||||
01,text,1,0.1,0.2,0.3393877267371863,0.03891857387116652,64,max_permutations,False
|
||||
01,text,2,0.2,0.3,0.13160342909395695,0.021407469220121024,64,max_permutations,False
|
||||
01,text,3,0.3,0.4,0.1541730676253792,0.023352077620926736,64,max_permutations,False
|
||||
01,text,4,0.4,0.5,0.1187975586799439,0.02708052178375021,64,max_permutations,False
|
||||
01,text,5,0.5,0.6,-0.32819975397433154,0.021070444987702094,64,max_permutations,False
|
||||
01,text,6,0.6,0.7,-0.18518312580999918,0.01611749256140915,64,max_permutations,False
|
||||
01,text,7,0.7,0.8,-0.09827927622245625,0.015110065326582888,64,max_permutations,False
|
||||
01,text,8,0.8,0.9,0.041710176767082885,0.01712487503973442,64,max_permutations,False
|
||||
01,text,9,0.9,1.0,0.27757893287343904,0.04676788039390862,64,max_permutations,False
|
||||
01,audio,0,0.0,0.1,-0.011243712127907202,0.009233671019475894,64,max_permutations,False
|
||||
01,audio,1,0.1,0.2,-0.032589772396022454,0.008617888532936106,64,max_permutations,False
|
||||
01,audio,2,0.2,0.3,-0.06452517947764136,0.012695545986241358,64,max_permutations,False
|
||||
01,audio,3,0.3,0.4,-0.058146502036834136,0.012725619090246807,64,max_permutations,False
|
||||
01,audio,4,0.4,0.5,-0.04902930595562793,0.01048247600797557,64,max_permutations,False
|
||||
01,audio,5,0.5,0.6,-0.039003983518341556,0.009180882634066611,64,max_permutations,False
|
||||
01,audio,6,0.6,0.7,-0.009039346128702164,0.005976381690355603,64,max_permutations,False
|
||||
01,audio,7,0.7,0.8,-0.05669806583318859,0.012973192997537856,64,max_permutations,False
|
||||
01,audio,8,0.8,0.9,-0.05080851863021962,0.011617200421893223,64,max_permutations,False
|
||||
01,audio,9,0.9,1.0,0.012765651888912544,0.004659085312381929,64,max_permutations,False
|
||||
01,vision,0,0.0,0.1,-0.006502474949229509,0.0015052195559562167,64,max_permutations,False
|
||||
01,vision,1,0.1,0.2,-0.006554739462444559,0.0011094309519753375,64,max_permutations,False
|
||||
01,vision,2,0.2,0.3,-0.011689859733451158,0.0013052881660502993,64,max_permutations,False
|
||||
01,vision,3,0.3,0.4,-0.026898140262346715,0.0023536208796073924,64,max_permutations,False
|
||||
01,vision,4,0.4,0.5,-0.008135400246828794,0.0009906486108777516,64,max_permutations,False
|
||||
01,vision,5,0.5,0.6,0.005125108757056296,0.0010578993554463802,64,max_permutations,False
|
||||
01,vision,6,0.6,0.7,-0.004117644391953945,0.0013342637103614845,64,max_permutations,False
|
||||
01,vision,7,0.7,0.8,0.014664946414995939,0.0015623694916137292,64,max_permutations,False
|
||||
01,vision,8,0.8,0.9,-0.006133872899226844,0.0012644093533939029,64,max_permutations,False
|
||||
01,vision,9,0.9,1.0,-0.014070135744987056,0.001974886787411523,64,max_permutations,False
|
||||
02,text,0,0.0,0.1,-0.2435244449879974,0.03784503512777638,16,stable,False
|
||||
02,text,1,0.1,0.2,0.08069909503683448,0.02251316758096149,16,stable,False
|
||||
02,text,2,0.2,0.3,0.13866681058425456,0.06606381171215224,16,stable,False
|
||||
02,text,3,0.3,0.4,0.3282391676912084,0.109628547483824,16,stable,False
|
||||
02,text,4,0.4,0.5,0.4153550040209666,0.12304339544019145,16,stable,False
|
||||
02,text,5,0.5,0.6,0.3692910491954535,0.11042240368777048,16,stable,False
|
||||
02,text,6,0.6,0.7,0.0652436160016805,0.05736249030197223,16,stable,False
|
||||
02,text,7,0.7,0.8,0.025608156574890018,0.03900034766287585,16,stable,False
|
||||
02,text,8,0.8,0.9,-0.19390656682662666,0.06900286960562475,16,stable,False
|
||||
02,text,9,0.9,1.0,-0.08514219988137484,0.034105645498513665,16,stable,False
|
||||
02,audio,0,0.0,0.1,-0.025586919859051704,0.006379168684057744,16,stable,False
|
||||
02,audio,1,0.1,0.2,0.016373574268072844,0.008831531476611865,16,stable,False
|
||||
02,audio,2,0.2,0.3,0.05392544995993376,0.017164153137310234,16,stable,False
|
||||
02,audio,3,0.3,0.4,0.01686276914551854,0.009908323474383376,16,stable,False
|
||||
02,audio,4,0.4,0.5,0.014328758406918496,0.011732993410349142,16,stable,False
|
||||
02,audio,5,0.5,0.6,0.04691262322012335,0.018712270387235944,16,stable,False
|
||||
02,audio,6,0.6,0.7,0.003989448130596429,0.008562717075729453,16,stable,False
|
||||
02,audio,7,0.7,0.8,0.016533869318664074,0.01057255051161289,16,stable,False
|
||||
02,audio,8,0.8,0.9,0.01014680229127407,0.008664929199207605,16,stable,False
|
||||
02,audio,9,0.9,1.0,-0.016833303146995604,0.0029446053018819273,16,stable,False
|
||||
02,vision,0,0.0,0.1,-0.0151264633750543,0.01664132360117765,16,stable,False
|
||||
02,vision,1,0.1,0.2,-0.06713183771353215,0.027702583825160908,16,stable,False
|
||||
02,vision,2,0.2,0.3,-0.0959150152048096,0.028765221253865606,16,stable,False
|
||||
02,vision,3,0.3,0.4,-0.05922563676722348,0.025965331517317503,16,stable,False
|
||||
02,vision,4,0.4,0.5,-0.04631277953740209,0.023417126665055382,16,stable,False
|
||||
02,vision,5,0.5,0.6,-0.015756300650537014,0.004390764367608424,16,stable,False
|
||||
02,vision,6,0.6,0.7,-0.03570611774921417,0.01888455822860072,16,stable,False
|
||||
02,vision,7,0.7,0.8,-0.002132096327841282,0.0026840496248077004,16,stable,False
|
||||
02,vision,8,0.8,0.9,-0.019219718873500824,0.01745792859172882,16,stable,False
|
||||
02,vision,9,0.9,1.0,-0.01734579389449209,0.017423208839136055,16,stable,False
|
||||
03,text,0,0.0,0.1,-0.1468745181336999,0.0319421234683677,16,stable,False
|
||||
03,text,1,0.1,0.2,-0.20071300026029348,0.028826606134011213,16,stable,False
|
||||
03,text,2,0.2,0.3,-0.10554380202665925,0.052538191507580274,16,stable,False
|
||||
03,text,3,0.3,0.4,-0.11763328965753317,0.022682032979912947,16,stable,False
|
||||
03,text,4,0.4,0.5,-0.25409176759421825,0.04328636854479889,16,stable,False
|
||||
03,text,5,0.5,0.6,0.025146916043013334,0.018089850784241857,16,stable,False
|
||||
03,text,6,0.6,0.7,0.37964809220284224,0.0796977127780905,16,stable,False
|
||||
03,text,7,0.7,0.8,0.4260731328104157,0.08012881849553437,16,stable,False
|
||||
03,text,8,0.8,0.9,0.3716314242046792,0.07532427432576366,16,stable,False
|
||||
03,text,9,0.9,1.0,0.03260408714413643,0.00958417025002297,16,stable,False
|
||||
03,audio,0,0.0,0.1,0.007766876835376024,0.003271961759439887,16,stable,False
|
||||
03,audio,1,0.1,0.2,0.006488126469776034,0.003324157638883152,16,stable,False
|
||||
03,audio,2,0.2,0.3,-0.016845647449372336,0.005399341791008501,16,stable,False
|
||||
03,audio,3,0.3,0.4,0.02497231960296631,0.0029256090190421784,16,stable,False
|
||||
03,audio,4,0.4,0.5,0.012833932181820273,0.0021935914267862686,16,stable,False
|
||||
03,audio,5,0.5,0.6,0.004549576668068767,0.0034734011702652755,16,stable,False
|
||||
03,audio,6,0.6,0.7,-0.006960852537304163,0.002996739408371313,16,stable,False
|
||||
03,audio,7,0.7,0.8,0.01306554430630058,0.0035671004404954194,16,stable,False
|
||||
03,audio,8,0.8,0.9,-0.005483502696733922,0.002068398928076061,16,stable,False
|
||||
03,audio,9,0.9,1.0,0.024667887715622783,0.007094296879298716,16,stable,False
|
||||
03,vision,0,0.0,0.1,-0.006535648368299007,0.004425495990915771,16,stable,False
|
||||
03,vision,1,0.1,0.2,-0.031847413833020255,0.0160869496446553,16,stable,False
|
||||
03,vision,2,0.2,0.3,-0.07149078717338853,0.02230828022286466,16,stable,False
|
||||
03,vision,3,0.3,0.4,-0.07968386419815943,0.024541203945209027,16,stable,False
|
||||
03,vision,4,0.4,0.5,-0.016761592589318752,0.014055884186525796,16,stable,False
|
||||
03,vision,5,0.5,0.6,-0.03342015130328946,0.013764353612724005,16,stable,False
|
||||
03,vision,6,0.6,0.7,-0.06931015150621533,0.023818303790187446,16,stable,False
|
||||
03,vision,7,0.7,0.8,-0.014363787340698764,0.014199624226887066,16,stable,False
|
||||
03,vision,8,0.8,0.9,0.05309187390957959,0.007874248770874274,16,stable,False
|
||||
03,vision,9,0.9,1.0,0.026122569106519222,0.0071736234178903235,16,stable,False
|
||||
04,text,0,0.0,0.1,0.9141831923043355,0.24524596536621782,16,stable,False
|
||||
04,text,1,0.1,0.2,0.5140680961194448,0.1650650755456328,16,stable,False
|
||||
04,text,2,0.2,0.3,-0.5401804260909557,0.09564544199803597,16,stable,False
|
||||
04,text,3,0.3,0.4,0.112938666716218,0.09031893851514408,16,stable,False
|
||||
04,text,4,0.4,0.5,0.6277451105415821,0.18271232691496506,16,stable,False
|
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20,audio,5,0.5,0.6,0.004908705101115629,0.0050695838457634436,64,stable,False
|
||||
20,audio,6,0.6,0.7,-0.029079530053422786,0.0038778563254469197,64,stable,False
|
||||
20,audio,7,0.7,0.8,0.014496768184471875,0.005370674964341348,64,stable,False
|
||||
20,audio,8,0.8,0.9,-0.05241296952590346,0.004016791912509551,64,stable,False
|
||||
20,audio,9,0.9,1.0,0.008779666779446416,0.004979878265916824,64,stable,False
|
||||
20,vision,0,0.0,0.1,-0.06146337787504308,0.01204398644334877,64,stable,False
|
||||
20,vision,1,0.1,0.2,0.19105098325235303,0.020379792999463592,64,stable,False
|
||||
20,vision,2,0.2,0.3,-0.16483094592695124,0.01830270558188342,64,stable,False
|
||||
20,vision,3,0.3,0.4,-0.12310345962760039,0.012765805609259074,64,stable,False
|
||||
20,vision,4,0.4,0.5,-0.10652847339224536,0.011805191251376312,64,stable,False
|
||||
20,vision,5,0.5,0.6,-0.08434701265650801,0.014922654396071152,64,stable,False
|
||||
20,vision,6,0.6,0.7,-0.03815167227003258,0.01158295437313063,64,stable,False
|
||||
20,vision,7,0.7,0.8,-0.07440588585450314,0.011802421548538522,64,stable,False
|
||||
20,vision,8,0.8,0.9,0.25895043746277224,0.023195527211723146,64,stable,False
|
||||
20,vision,9,0.9,1.0,0.09462569202878512,0.010956266291883248,64,stable,False
|
||||
|
@@ -0,0 +1,71 @@
|
||||
{
|
||||
"task": "Q3 ATI–HO Attachment 4 final inference",
|
||||
"selected_method": "A0",
|
||||
"seeds": [
|
||||
42,
|
||||
3407,
|
||||
2026
|
||||
],
|
||||
"input_version": "official unaligned_50 Attachment 4",
|
||||
"adapter": "Q1AlignmentAdapter; Relative-Progress; target_steps=50",
|
||||
"physical_time_alignment": false,
|
||||
"no_attachment4_labels_or_metrics_used": true,
|
||||
"scaler": "/home/gloamxun/modeling_zhaocui/final/experiments/q2/unaligned_deep_two_b128/unaligned_50_robust_stats.npz",
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||||
"feature_dimensions": [
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||||
768,
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||||
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35
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||||
],
|
||||
"class_order": [
|
||||
"negative",
|
||||
"neutral",
|
||||
"positive"
|
||||
],
|
||||
"intensity_decode": "predicted negative: -3*sigmoid(r_negative); neutral: 0; predicted positive: 3*sigmoid(r_positive)",
|
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"model_checkpoint_sha256": {
|
||||
"A0/seed_42": "bc5a3085a97da7b07be779f3d1337d02df00f75eb7d09f83cbd81e10f26c73e9",
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"A0/seed_3407": "7a5556072ed49bd76c4d425a7531d589cac72d1caefa9281d165b4b0406fedad",
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"A0/seed_2026": "160deb16472ccce3ec32916f2aa7173a011329880f67d90da98028cee7d99f6f",
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||||
"B0_early_concat/seed_42": "54e56e329349dbbe73a1e7563abe49411651461a0f9456d4606d944e72696674",
|
||||
"B0_early_concat/seed_3407": "d4b2135fc433c78c46e0e5c29f40ec626548038cf8a2bd5aa981f1c3af1cbff1",
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"B0_early_concat/seed_2026": "282fd6444e9444501df51e075a1c2a84235c10c82b52d342394927a94ef31d5e",
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"B5_mofe_mlp/seed_42": "bce412cf08213376499f7ed35a5bc98ca96dc73030814facb57c56ab60f1de9d",
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||||
"B5_mofe_mlp/seed_3407": "687bbee3cebd50644a599e0148d892352b1593dc75d41adf017c2d5e7b211f30",
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||||
"B5_mofe_mlp/seed_2026": "72c0a154a73a373311a446ba90bd5f2aba3c4441862ba6c2d0f7eae08a6c3c3a"
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},
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"attachment4_source_sha256": {
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|
||||
"prediction_rows": 20,
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||||
"local_evidence_rows": 600,
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||||
"shapley_audit": {
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||||
"samples": 20,
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||||
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||||
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||||
}
|
||||
}
|
||||
@@ -0,0 +1,21 @@
|
||||
case_id,predicted_class,predicted_intensity,prob_negative,prob_neutral,prob_positive,conditional_negative_magnitude,conditional_positive_magnitude,coordinate_mode,physical_time_alignment,text_observed_steps,audio_observed_steps,vision_observed_steps,true_label_available
|
||||
01,neutral,0.0,0.09335917234420776,0.492781400680542,0.41385942697525024,0.7683022022247314,0.7918088436126709,relative_progress,False,50,50,50,False
|
||||
02,positive,1.0754910707473755,0.16660422086715698,0.2815896272659302,0.5518062114715576,1.0387691259384155,1.0754910707473755,relative_progress,False,50,50,50,False
|
||||
03,negative,-1.1482162475585938,0.44677555561065674,0.35495230555534363,0.19827206432819366,1.1482162475585938,1.054591417312622,relative_progress,False,50,50,50,False
|
||||
04,negative,-1.1313621997833252,0.6154006123542786,0.08184759318828583,0.3027518689632416,1.1313621997833252,1.2142971754074097,relative_progress,False,50,50,50,False
|
||||
05,positive,0.9983435869216919,0.019440362229943275,0.1781618446111679,0.8023977875709534,0.8999792337417603,0.9983435869216919,relative_progress,False,50,50,50,False
|
||||
06,positive,1.2635153532028198,0.04338030517101288,0.12275035679340363,0.8338693380355835,1.089220643043518,1.2635153532028198,relative_progress,False,50,50,50,False
|
||||
07,positive,0.7555097937583923,0.024313107132911682,0.20876865088939667,0.7669181823730469,0.748427152633667,0.7555097937583923,relative_progress,False,50,50,50,False
|
||||
08,positive,0.906437873840332,0.018894990906119347,0.16367757320404053,0.8174274563789368,0.8192697763442993,0.906437873840332,relative_progress,False,50,50,50,False
|
||||
09,negative,-1.5102474689483643,0.9667553901672363,0.016179252415895462,0.01706531085073948,1.5102474689483643,1.1577949523925781,relative_progress,False,50,50,50,False
|
||||
10,negative,-1.4183083772659302,0.845405101776123,0.03885689750313759,0.11573806405067444,1.4183083772659302,1.3615806102752686,relative_progress,False,50,50,50,False
|
||||
11,negative,-1.3695042133331299,0.6915677785873413,0.11874549835920334,0.18968670070171356,1.3695042133331299,1.220651626586914,relative_progress,False,50,50,50,False
|
||||
12,negative,-1.1265901327133179,0.8298471570014954,0.11778073757886887,0.05237210541963577,1.1265901327133179,0.9112517237663269,relative_progress,False,50,50,50,False
|
||||
13,positive,0.8690536022186279,0.05612684041261673,0.46271824836730957,0.4811549782752991,1.0537734031677246,0.8690536022186279,relative_progress,False,50,50,48,False
|
||||
14,positive,0.9438773393630981,0.052272193133831024,0.43238261342048645,0.5153452157974243,0.8826612234115601,0.9438773393630981,relative_progress,False,50,50,50,False
|
||||
15,positive,1.1347935199737549,0.00835143681615591,0.04237542673945427,0.9492731094360352,0.6205173134803772,1.1347935199737549,relative_progress,False,50,50,50,False
|
||||
16,negative,-1.5337121486663818,0.9742470383644104,0.014193418435752392,0.01155958790332079,1.5337121486663818,1.0518016815185547,relative_progress,False,50,50,47,False
|
||||
17,positive,1.2830696105957031,0.00731800589710474,0.02694552205502987,0.965736448764801,0.8673832416534424,1.2830696105957031,relative_progress,False,50,50,50,False
|
||||
18,neutral,0.0,0.36853352189064026,0.4732035994529724,0.15826284885406494,1.0774030685424805,0.9822005033493042,relative_progress,False,50,50,50,False
|
||||
19,positive,1.3935961723327637,0.4146651029586792,0.11420381814241409,0.4711310565471649,1.244720220565796,1.3935961723327637,relative_progress,False,50,50,50,False
|
||||
20,positive,1.0786213874816895,0.018150269985198975,0.14706102013587952,0.8347886800765991,0.8807858228683472,1.0786213874816895,relative_progress,False,50,50,50,False
|
||||
|
@@ -0,0 +1,9 @@
|
||||
comparison,metric,delta_positive_favors_ATI_HO,bootstrap_ci_2p5,bootstrap_ci_97p5,replicates,bootstrap_unit,groups,seed
|
||||
A0 vs B0_early_concat,macro_f1,0.004400739215520755,-0.019154102604330432,0.028728899577320527,1000,source video_id,239,20260925
|
||||
A0 vs B0_early_concat,mae,-0.12105369567871094,-0.15530642718076706,-0.0892381176352501,1000,source video_id,239,20260925
|
||||
A0 vs B0_early_concat,pearson,-0.06187736115797904,-0.09224104762900877,-0.03375461176721248,1000,source video_id,239,20260925
|
||||
A0 vs B0_early_concat,accuracy,0.0027472527472527375,-0.01567671394799056,0.021829596713840233,1000,source video_id,239,20260925
|
||||
A0 vs B5_mofe_mlp,macro_f1,-0.011801952772773405,-0.03286926533122399,0.007883396069549896,1000,source video_id,239,20260925
|
||||
A0 vs B5_mofe_mlp,mae,-0.11577576398849487,-0.1487618938088417,-0.08346319347620011,1000,source video_id,239,20260925
|
||||
A0 vs B5_mofe_mlp,pearson,-0.057088069340442305,-0.08633134735390055,-0.02680933808617892,1000,source video_id,239,20260925
|
||||
A0 vs B5_mofe_mlp,accuracy,0.0,-0.017702402398453655,0.018234101269768026,1000,source video_id,239,20260925
|
||||
|
@@ -0,0 +1,4 @@
|
||||
method,trainable_parameters_per_seed,ensemble_seed_count,ensemble_parameter_instances,single_sample_inference_ms_mean,single_sample_inference_ms_p95,exact_8_coalition_shapley_seconds_per_sample,hierarchical_owen_seconds_per_sample_mean,hierarchical_owen_forward_evaluations_mean,device
|
||||
A0,127020,3,381060,4.842235272129376,5.712141140247695,0.044307978998403996,0.13135386853828096,1370.0,NVIDIA GeForce RTX 5070 Ti
|
||||
B0_early_concat,253124,3,759372,1.688990497495979,1.9719034957233812,,,,NVIDIA GeForce RTX 5070 Ti
|
||||
B5_mofe_mlp,306523,3,919569,4.660701330673571,5.17586610512808,,,,NVIDIA GeForce RTX 5070 Ti
|
||||
|
@@ -0,0 +1,841 @@
|
||||
split,explanation,sample_id,budget,method,replicates,deletion_margin_drop_mean,retention_margin_mean,retention_margin_drop_mean,full_margin
|
||||
attachment4_unlabelled,ATI_HO_Owen,01,0.1,matched_random,20,-0.00013125687837600708,0.1394539512693882,0.03508656844496727,0.17454051971435547
|
||||
attachment4_unlabelled,ATI_HO_Owen,01,0.1,owen,1,0.11428797245025635,0.8227570056915283,-0.6482164859771729,0.17454051971435547
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||||
attachment4_unlabelled,ATI_HO_Owen,01,0.2,matched_random,20,0.025354818999767305,0.21973710432648658,-0.04519658461213112,0.17454051971435547
|
||||
attachment4_unlabelled,ATI_HO_Owen,01,0.2,owen,1,-0.07612791657447815,-0.06013771891593933,0.2346782386302948,0.17454051971435547
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||||
attachment4_unlabelled,ATI_HO_Owen,01,0.3,matched_random,20,-0.06107670664787292,-0.00025716722011566163,0.17479768693447112,0.17454051971435547
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||||
attachment4_unlabelled,ATI_HO_Owen,01,0.3,owen,1,-0.022965669631958008,0.08817639946937561,0.08636412024497986,0.17454051971435547
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,01,0.1,matched_random,20,0.04705609083175659,-0.610464446619153,0.8824513185769319,0.27198687195777893
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,01,0.1,owen,1,0.12119060754776001,-0.4113416373729706,0.6833285093307495,0.27198687195777893
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,01,0.2,matched_random,20,0.12310743480920791,-0.3264153890311718,0.5984022609889508,0.27198687195777893
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,01,0.2,owen,1,0.2973040044307709,-0.21270275115966797,0.4846896231174469,0.27198687195777893
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,01,0.3,matched_random,20,0.10818444043397904,-0.3807038627564907,0.6526907347142696,0.27198687195777893
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,01,0.3,owen,1,0.34787389636039734,0.05091816186904907,0.22106871008872986,0.27198687195777893
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,01,0.1,matched_random,20,0.20599488019943238,-0.48980261869728564,1.2234431702643633,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,01,0.1,owen,1,0.302718847990036,-0.36157315969467163,1.0952137112617493,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,01,0.2,matched_random,20,0.3824028104543686,-0.396753903478384,1.1303944550454617,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,01,0.2,owen,1,0.6515259742736816,-0.08743952214717865,0.8210800737142563,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,01,0.3,matched_random,20,0.512302665412426,-0.5075083464384079,1.2411488980054854,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,01,0.3,owen,1,0.9588865041732788,0.060526564717292786,0.6731139868497849,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_router_utility,01,0.1,matched_random,20,0.20599488019943238,-0.48980261869728564,1.2234431702643633,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_router_utility,01,0.1,owen,1,0.25770482420921326,-0.361752450466156,1.0953930020332336,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_router_utility,01,0.2,matched_random,20,0.3824028104543686,-0.396753903478384,1.1303944550454617,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_router_utility,01,0.2,owen,1,0.31088802218437195,-0.7872680425643921,1.5209085941314697,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_router_utility,01,0.3,matched_random,20,0.512302665412426,-0.5075083464384079,1.2411488980054854,0.7336405515670776
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||||
attachment4_unlabelled,MoFE_router_utility,01,0.3,owen,1,0.4023199677467346,-0.939232349395752,1.6728729009628296,0.7336405515670776
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||||
attachment4_unlabelled,ATI_HO_Owen,02,0.1,matched_random,20,0.030220964550971986,0.7450686126947403,-0.0723248153924942,0.6727437973022461
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attachment4_unlabelled,ATI_HO_Owen,02,0.1,owen,1,0.1501428484916687,1.557955026626587,-0.8852112293243408,0.6727437973022461
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||||
attachment4_unlabelled,ATI_HO_Owen,02,0.2,matched_random,20,0.06823766976594925,0.7331274077296257,-0.06038361042737961,0.6727437973022461
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||||
attachment4_unlabelled,ATI_HO_Owen,02,0.2,owen,1,0.25013038516044617,1.6841803789138794,-1.0114365816116333,0.6727437973022461
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||||
attachment4_unlabelled,ATI_HO_Owen,02,0.3,matched_random,20,0.04037918746471405,0.6437878785654902,0.028955918736755848,0.6727437973022461
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attachment4_unlabelled,ATI_HO_Owen,02,0.3,owen,1,0.36129656434059143,1.5479334592819214,-0.8751896619796753,0.6727437973022461
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,02,0.1,matched_random,20,0.02633349150419235,0.8392628118395805,-0.2528655812144279,0.5863972306251526
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,02,0.1,owen,1,0.16754013299942017,1.2789881229400635,-0.6925908923149109,0.5863972306251526
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,02,0.2,matched_random,20,0.11166479736566544,0.6184535183012485,-0.03205628767609596,0.5863972306251526
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,02,0.2,owen,1,0.04149442911148071,0.5727394819259644,0.013657748699188232,0.5863972306251526
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,02,0.3,owen,1,0.26027196645736694,0.6865145564079285,-0.10011732578277588,0.5863972306251526
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attachment4_unlabelled,MoFE_posthoc_Owen,02,0.1,owen,1,-0.04119783639907837,0.5176047086715698,0.006071627140045166,0.523676335811615
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attachment4_unlabelled,MoFE_router_utility,02,0.1,owen,1,-0.05159354209899902,0.549842119216919,-0.026165783405303955,0.523676335811615
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attachment4_unlabelled,MoFE_router_utility,02,0.2,owen,1,-0.2625511884689331,0.03185214847326279,0.4918241873383522,0.523676335811615
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attachment4_unlabelled,MoFE_router_utility,02,0.3,owen,1,-0.18949294090270996,0.1878109574317932,0.3358653783798218,0.523676335811615
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attachment4_unlabelled,MoFE_posthoc_Owen,03,0.3,owen,1,0.4053218811750412,1.3000861406326294,-1.175565853714943,0.12452028691768646
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,04,0.1,owen,1,0.3244665861129761,0.3426508605480194,0.6501367390155792,0.9927875995635986
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,04,0.2,owen,1,0.5406493544578552,0.2796406149864197,0.713146984577179,0.9927875995635986
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,06,0.3,owen,1,0.2740945816040039,1.306104302406311,0.8610118627548218,2.167116165161133
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||||
attachment4_unlabelled,MoFE_router_utility,06,0.1,matched_random,20,0.11041604280471802,1.092787754535675,1.0743284106254578,2.167116165161133
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||||
attachment4_unlabelled,MoFE_router_utility,06,0.1,owen,1,0.14014124870300293,1.1265854835510254,1.0405306816101074,2.167116165161133
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||||
attachment4_unlabelled,MoFE_router_utility,06,0.2,matched_random,20,0.22607866525650025,1.1838713228702544,0.9832448422908783,2.167116165161133
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||||
attachment4_unlabelled,MoFE_router_utility,06,0.2,owen,1,0.2291576862335205,1.1890419721603394,0.9780741930007935,2.167116165161133
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||||
attachment4_unlabelled,MoFE_router_utility,06,0.3,matched_random,20,0.40174683928489685,1.3932388246059417,0.7738773405551911,2.167116165161133
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||||
attachment4_unlabelled,MoFE_router_utility,06,0.3,owen,1,0.46614503860473633,1.2962405681610107,0.8708755970001221,2.167116165161133
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||||
attachment4_unlabelled,ATI_HO_Owen,07,0.1,matched_random,20,0.06421934366226197,1.1401771277189254,0.16097796261310576,1.3011550903320312
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||||
attachment4_unlabelled,ATI_HO_Owen,07,0.1,owen,1,0.3157844543457031,2.4597740173339844,-1.1586189270019531,1.3011550903320312
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||||
attachment4_unlabelled,ATI_HO_Owen,07,0.2,matched_random,20,0.037432482838630675,0.9147258117794991,0.3864292785525322,1.3011550903320312
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||||
attachment4_unlabelled,ATI_HO_Owen,07,0.2,owen,1,0.5393815636634827,2.4830217361450195,-1.1818666458129883,1.3011550903320312
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||||
attachment4_unlabelled,ATI_HO_Owen,07,0.3,matched_random,20,0.1468505173921585,1.1371548414230346,0.1640002489089966,1.3011550903320312
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||||
attachment4_unlabelled,ATI_HO_Owen,07,0.3,owen,1,0.46645206212997437,1.784336805343628,-0.4831817150115967,1.3011550903320312
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,07,0.1,matched_random,20,0.10759509801864624,1.3521729946136474,0.17929718494415284,1.5314701795578003
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,07,0.1,owen,1,0.2027571201324463,1.6277530193328857,-0.09628283977508545,1.5314701795578003
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,07,0.2,matched_random,20,0.14019689559936524,1.1756384164094924,0.3558317631483078,1.5314701795578003
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,07,0.2,owen,1,0.18949484825134277,1.162384271621704,0.3690859079360962,1.5314701795578003
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,07,0.3,matched_random,20,0.27861748039722445,1.1574939996004106,0.37397617995738985,1.5314701795578003
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,07,0.3,owen,1,0.3662222623825073,1.3115553855895996,0.21991479396820068,1.5314701795578003
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,07,0.1,matched_random,20,-0.019046324491500854,1.1945240467786788,-0.053916212916374204,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,07,0.1,owen,1,0.01038503646850586,1.275299072265625,-0.1346912384033203,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,07,0.2,matched_random,20,-0.11218125224113465,1.0905786544084548,0.05002917945384979,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,07,0.2,owen,1,0.08679509162902832,1.552510380744934,-0.4119025468826294,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,07,0.3,matched_random,20,-0.07709217965602874,1.1825339317321777,-0.041926097869873044,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,07,0.3,owen,1,0.1683087944984436,1.9554730653762817,-0.814865231513977,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_router_utility,07,0.1,matched_random,20,-0.019046324491500854,1.1945240467786788,-0.053916212916374204,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_router_utility,07,0.1,owen,1,-0.02277970314025879,1.016030192375183,0.12457764148712158,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_router_utility,07,0.2,matched_random,20,-0.11218125224113465,1.0905786544084548,0.05002917945384979,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_router_utility,07,0.2,owen,1,-0.04891204833984375,1.2371822595596313,-0.09657442569732666,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_router_utility,07,0.3,matched_random,20,-0.07709217965602874,1.1825339317321777,-0.041926097869873044,1.1406078338623047
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||||
attachment4_unlabelled,MoFE_router_utility,07,0.3,owen,1,-0.14859497547149658,1.1381099224090576,0.0024979114532470703,1.1406078338623047
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||||
attachment4_unlabelled,ATI_HO_Owen,08,0.1,matched_random,20,0.0399707019329071,1.206202144920826,0.4020625397562981,1.608264684677124
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||||
attachment4_unlabelled,ATI_HO_Owen,08,0.1,owen,1,0.1465756893157959,1.9075015783309937,-0.29923689365386963,1.608264684677124
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||||
attachment4_unlabelled,ATI_HO_Owen,08,0.2,matched_random,20,0.10081263184547425,1.3685565829277038,0.23970810174942017,1.608264684677124
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||||
attachment4_unlabelled,ATI_HO_Owen,08,0.2,owen,1,0.2714545726776123,2.0928914546966553,-0.48462677001953125,1.608264684677124
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||||
attachment4_unlabelled,ATI_HO_Owen,08,0.3,matched_random,20,0.09459015130996704,1.2905641794204712,0.31770050525665283,1.608264684677124
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||||
attachment4_unlabelled,ATI_HO_Owen,08,0.3,owen,1,0.3582124710083008,2.0739593505859375,-0.4656946659088135,1.608264684677124
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,08,0.1,matched_random,20,0.117538583278656,1.2183860659599304,0.3695127844810486,1.587898850440979
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,08,0.1,owen,1,0.0831599235534668,0.9279800057411194,0.6599188446998596,1.587898850440979
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,08,0.2,matched_random,20,0.21467331051826477,1.128285789489746,0.4596130609512329,1.587898850440979
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,08,0.2,owen,1,0.2556576728820801,1.1503136157989502,0.4375852346420288,1.587898850440979
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,08,0.3,matched_random,20,0.2578149974346161,1.078719112277031,0.509179738163948,1.587898850440979
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,08,0.3,owen,1,0.4596480131149292,1.2131707668304443,0.37472808361053467,1.587898850440979
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,08,0.1,matched_random,20,0.04128130078315735,1.0836720660328865,0.5075526043772698,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,08,0.1,owen,1,0.034742116928100586,1.1087868213653564,0.4824378490447998,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,08,0.2,matched_random,20,0.10888146758079528,1.2120306253433228,0.3791940450668335,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,08,0.2,owen,1,0.23623764514923096,1.4789363145828247,0.11228835582733154,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,08,0.3,matched_random,20,0.09985463619232178,1.1959868758916854,0.39523779451847074,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,08,0.3,owen,1,0.4024111032485962,1.5702950954437256,0.020929574966430664,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_router_utility,08,0.1,matched_random,20,0.04128130078315735,1.0836720660328865,0.5075526043772698,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_router_utility,08,0.1,owen,1,0.08028221130371094,1.3831450939178467,0.20807957649230957,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_router_utility,08,0.2,matched_random,20,0.10888146758079528,1.2120306253433228,0.3791940450668335,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_router_utility,08,0.2,owen,1,0.18478178977966309,1.3004271984100342,0.29079747200012207,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_router_utility,08,0.3,matched_random,20,0.09985463619232178,1.1959868758916854,0.39523779451847074,1.5912246704101562
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||||
attachment4_unlabelled,MoFE_router_utility,08,0.3,owen,1,0.257981538772583,1.3533028364181519,0.2379218339920044,1.5912246704101562
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||||
attachment4_unlabelled,ATI_HO_Owen,09,0.1,matched_random,20,0.10308223962783813,2.8371308922767637,1.199764859676361,4.036895751953125
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||||
attachment4_unlabelled,ATI_HO_Owen,09,0.1,owen,1,0.1556377410888672,3.437847852706909,0.5990478992462158,4.036895751953125
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||||
attachment4_unlabelled,ATI_HO_Owen,09,0.2,matched_random,20,0.2128168225288391,3.1023269414901735,0.9345688104629517,4.036895751953125
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||||
attachment4_unlabelled,ATI_HO_Owen,09,0.2,owen,1,0.15362954139709473,3.5734496116638184,0.46344614028930664,4.036895751953125
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||||
attachment4_unlabelled,ATI_HO_Owen,09,0.3,matched_random,20,0.30309816598892214,3.2813923239707945,0.7555034279823303,4.036895751953125
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||||
attachment4_unlabelled,ATI_HO_Owen,09,0.3,owen,1,0.2990436553955078,3.5102741718292236,0.5266215801239014,4.036895751953125
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,09,0.1,matched_random,20,0.2905973315238953,0.9594137400388718,2.786402013897896,3.7458157539367676
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,09,0.1,owen,1,0.2836289405822754,0.17710557579994202,3.5687101781368256,3.7458157539367676
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,09,0.2,matched_random,20,0.6335272908210754,1.3102040201425553,2.4356117337942123,3.7458157539367676
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,09,0.2,owen,1,0.716383695602417,1.4315893650054932,2.3142263889312744,3.7458157539367676
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,09,0.3,matched_random,20,0.9195456624031066,1.767991030216217,1.9778247237205506,3.7458157539367676
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,09,0.3,owen,1,0.9319539070129395,1.392211675643921,2.3536040782928467,3.7458157539367676
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,09,0.1,matched_random,20,0.2050440192222595,1.6680141985416412,1.9765370786190033,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,09,0.1,owen,1,0.21626710891723633,1.7145607471466064,1.929990530014038,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,09,0.2,matched_random,20,0.442534601688385,1.8460206031799316,1.798530673980713,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,09,0.2,owen,1,0.5270047187805176,2.042659044265747,1.6018922328948975,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,09,0.3,matched_random,20,0.6236702680587769,2.0553509473800657,1.5892003297805786,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,09,0.3,owen,1,0.7099223136901855,2.2908973693847656,1.353653907775879,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_router_utility,09,0.1,matched_random,20,0.2050440192222595,1.6680141985416412,1.9765370786190033,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_router_utility,09,0.1,owen,1,0.0900273323059082,1.3152474164962769,2.3293038606643677,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_router_utility,09,0.2,matched_random,20,0.442534601688385,1.8460206031799316,1.798530673980713,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_router_utility,09,0.2,owen,1,0.2504909038543701,1.299953579902649,2.3445976972579956,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_router_utility,09,0.3,matched_random,20,0.6236702680587769,2.0553509473800657,1.5892003297805786,3.6445512771606445
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||||
attachment4_unlabelled,MoFE_router_utility,09,0.3,owen,1,0.5813882350921631,1.8362340927124023,1.8083171844482422,3.6445512771606445
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||||
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||||
attachment4_unlabelled,ATI_HO_Owen,10,0.1,owen,1,0.42354249954223633,2.697824001312256,-0.7093390226364136,1.9884849786758423
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||||
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||||
attachment4_unlabelled,ATI_HO_Owen,10,0.2,owen,1,0.661109447479248,3.1030986309051514,-1.114613652229309,1.9884849786758423
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||||
attachment4_unlabelled,ATI_HO_Owen,10,0.3,matched_random,20,0.20117697715759278,1.556556485593319,0.43192849308252335,1.9884849786758423
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||||
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,10,0.1,matched_random,20,0.21066222190856934,-0.017355187982320785,2.0630354724824427,2.045680284500122
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,10,0.1,owen,1,0.4100278615951538,0.694037139415741,1.351643145084381,2.045680284500122
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,10,0.2,matched_random,20,0.4543614685535431,0.26772452145814896,1.7779557630419731,2.045680284500122
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,10,0.2,owen,1,0.8255656957626343,0.6915279626846313,1.3541523218154907,2.045680284500122
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,10,0.3,matched_random,20,0.7126181095838546,0.629462330788374,1.416217953711748,2.045680284500122
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,10,0.3,owen,1,1.2803704738616943,0.8679802417755127,1.1777000427246094,2.045680284500122
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,10,0.1,matched_random,20,0.3118776917457581,0.24787169322371483,2.228039685636759,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,10,0.1,owen,1,0.5153415203094482,1.3075754642486572,1.1683359146118164,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,10,0.2,matched_random,20,0.6089776813983917,0.4381475418806076,2.037763836979866,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,10,0.2,owen,1,0.9409104585647583,1.3004521131515503,1.1754592657089233,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,10,0.3,matched_random,20,0.9311084926128388,0.6278973340988159,1.8480140447616578,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,10,0.3,owen,1,1.2801237106323242,1.5714226961135864,0.9044886827468872,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_router_utility,10,0.1,matched_random,20,0.3118776917457581,0.24787169322371483,2.228039685636759,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_router_utility,10,0.1,owen,1,0.30203819274902344,0.19112497568130493,2.2847864031791687,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_router_utility,10,0.2,matched_random,20,0.6089776813983917,0.4381475418806076,2.037763836979866,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_router_utility,10,0.2,owen,1,0.5746879577636719,0.11898908019065857,2.356922298669815,2.4759113788604736
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||||
attachment4_unlabelled,MoFE_router_utility,10,0.3,matched_random,20,0.9311084926128388,0.6278973340988159,1.8480140447616578,2.4759113788604736
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attachment4_unlabelled,MoFE_router_utility,10,0.3,owen,1,1.0634071826934814,0.26455798745155334,2.2113533914089203,2.4759113788604736
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||||
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||||
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||||
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||||
attachment4_unlabelled,ATI_HO_Owen,11,0.3,matched_random,20,0.2159046821296215,0.6457115896046162,0.6478713266551495,1.2935829162597656
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||||
attachment4_unlabelled,ATI_HO_Owen,11,0.3,owen,1,1.8164629936218262,2.5171518325805664,-1.2235689163208008,1.2935829162597656
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,11,0.1,matched_random,20,0.12511085271835326,-0.07776529639959336,1.422305653989315,1.3445403575897217
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,11,0.1,owen,1,0.2099822759628296,0.6522451639175415,0.6922951936721802,1.3445403575897217
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,11,0.2,matched_random,20,0.2735361993312836,0.29384864047169684,1.0506917171180248,1.3445403575897217
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,11,0.2,owen,1,0.49683284759521484,0.7459063529968262,0.5986340045928955,1.3445403575897217
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,11,0.3,matched_random,20,0.35204099118709564,0.31768523901700974,1.026855118572712,1.3445403575897217
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,11,0.3,owen,1,1.0045128464698792,1.3403465747833252,0.004193782806396484,1.3445403575897217
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,11,0.1,matched_random,20,0.11959992945194245,-0.02905735932290554,1.257886266335845,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,11,0.1,owen,1,0.38623231649398804,0.9999971985816956,0.2288317084312439,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,11,0.2,matched_random,20,0.26770257502794265,0.28197001814842226,0.9468588888645172,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,11,0.2,owen,1,0.21838319301605225,-0.17765764892101288,1.4064865559339523,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,11,0.3,matched_random,20,0.4478447787463665,0.3842380829155445,0.8445908240973949,1.2288289070129395
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attachment4_unlabelled,MoFE_posthoc_Owen,11,0.3,owen,1,0.6090648770332336,0.30969345569610596,0.9191354513168335,1.2288289070129395
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attachment4_unlabelled,MoFE_router_utility,11,0.1,matched_random,20,0.11959992945194245,-0.02905735932290554,1.257886266335845,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_router_utility,11,0.1,owen,1,-0.04009401798248291,-0.6535601615905762,1.8823890686035156,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_router_utility,11,0.2,matched_random,20,0.26770257502794265,0.28197001814842226,0.9468588888645172,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_router_utility,11,0.2,owen,1,0.40358859300613403,0.532208263874054,0.6966206431388855,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_router_utility,11,0.3,matched_random,20,0.4478447787463665,0.3842380829155445,0.8445908240973949,1.2288289070129395
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||||
attachment4_unlabelled,MoFE_router_utility,11,0.3,owen,1,0.33280301094055176,0.2533872723579407,0.9754416346549988,1.2288289070129395
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||||
attachment4_unlabelled,ATI_HO_Owen,12,0.1,matched_random,20,0.03750563859939575,1.2971813470125197,0.6552368611097336,1.9524182081222534
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||||
attachment4_unlabelled,ATI_HO_Owen,12,0.1,owen,1,0.19351911544799805,2.257347822189331,-0.30492961406707764,1.9524182081222534
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||||
attachment4_unlabelled,ATI_HO_Owen,12,0.2,matched_random,20,0.18843311667442322,1.6634218394756317,0.2889963686466217,1.9524182081222534
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attachment4_unlabelled,ATI_HO_Owen,12,0.2,owen,1,0.4251689910888672,2.2557780742645264,-0.30335986614227295,1.9524182081222534
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||||
attachment4_unlabelled,ATI_HO_Owen,12,0.3,matched_random,20,0.16153980493545533,1.5391305774450301,0.4132876306772232,1.9524182081222534
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||||
attachment4_unlabelled,ATI_HO_Owen,12,0.3,owen,1,0.6402593851089478,2.191945791244507,-0.23952758312225342,1.9524182081222534
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,12,0.1,matched_random,20,0.12985968589782715,0.7781687468290329,1.1449534207582475,1.9231221675872803
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,12,0.1,owen,1,0.16502022743225098,0.6111681461334229,1.3119540214538574,1.9231221675872803
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,12,0.2,matched_random,20,0.3126454889774323,1.1721346914768218,0.7509874761104584,1.9231221675872803
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,12,0.2,owen,1,0.4085503816604614,0.9344863891601562,0.988635778427124,1.9231221675872803
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,12,0.3,matched_random,20,0.3850744366645813,1.0422814801335334,0.8808406874537468,1.9231221675872803
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,12,0.3,owen,1,0.6461381912231445,1.2727160453796387,0.6504061222076416,1.9231221675872803
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,12,0.1,matched_random,20,0.061086070537567136,1.1776711970567704,1.0851640671491622,2.2628352642059326
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,12,0.1,owen,1,0.06535601615905762,0.9772598743438721,1.2855753898620605,2.2628352642059326
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attachment4_unlabelled,MoFE_posthoc_Owen,12,0.2,matched_random,20,0.1751289665699005,1.557657390832901,0.7051778733730316,2.2628352642059326
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,12,0.2,owen,1,0.16729164123535156,1.327631950378418,0.9352033138275146,2.2628352642059326
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attachment4_unlabelled,MoFE_posthoc_Owen,12,0.3,matched_random,20,0.240873122215271,1.491456723213196,0.7713785409927368,2.2628352642059326
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attachment4_unlabelled,MoFE_posthoc_Owen,12,0.3,owen,1,0.29955410957336426,1.745072603225708,0.5177626609802246,2.2628352642059326
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attachment4_unlabelled,MoFE_router_utility,12,0.1,matched_random,20,0.061086070537567136,1.1776711970567704,1.0851640671491622,2.2628352642059326
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||||
attachment4_unlabelled,MoFE_router_utility,12,0.1,owen,1,0.08342099189758301,1.414398193359375,0.8484370708465576,2.2628352642059326
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||||
attachment4_unlabelled,MoFE_router_utility,12,0.2,matched_random,20,0.1751289665699005,1.557657390832901,0.7051778733730316,2.2628352642059326
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||||
attachment4_unlabelled,MoFE_router_utility,12,0.2,owen,1,0.18880701065063477,1.4350099563598633,0.8278253078460693,2.2628352642059326
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attachment4_unlabelled,MoFE_router_utility,12,0.3,matched_random,20,0.240873122215271,1.491456723213196,0.7713785409927368,2.2628352642059326
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||||
attachment4_unlabelled,MoFE_router_utility,12,0.3,owen,1,0.43050646781921387,1.8060842752456665,0.4567509889602661,2.2628352642059326
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attachment4_unlabelled,ATI_HO_Owen,13,0.1,owen,1,0.05009692907333374,0.44995373487472534,-0.41088175773620605,0.03907197713851929
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attachment4_unlabelled,ATI_HO_Owen,13,0.3,owen,1,-0.011029183864593506,-0.0284004807472229,0.06747245788574219,0.03907197713851929
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,13,0.1,matched_random,20,-0.027112768590450288,0.7773908317089081,-0.765186482667923,0.012204349040985107
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,13,0.1,owen,1,-0.11294195055961609,0.14812710881233215,-0.13592275977134705,0.012204349040985107
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,13,0.2,matched_random,20,-0.11466788947582245,0.5627422720193863,-0.5505379229784012,0.012204349040985107
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,13,0.2,owen,1,-0.2516669034957886,-0.02290189266204834,0.03510624170303345,0.012204349040985107
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,13,0.3,matched_random,20,-0.14973023384809495,0.4764437213540077,-0.4642393723130226,0.012204349040985107
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,13,0.3,owen,1,-0.33415690064430237,-0.07212334871292114,0.08432769775390625,0.012204349040985107
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,13,0.1,matched_random,20,0.18932832777500153,-0.45444338396191597,1.0596050508320332,0.6051616668701172
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attachment4_unlabelled,MoFE_posthoc_Owen,13,0.1,owen,1,0.27488213777542114,0.044478386640548706,0.5606832802295685,0.6051616668701172
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,13,0.2,matched_random,20,0.38435001373291017,-0.360853635519743,0.9660153023898601,0.6051616668701172
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,13,0.2,owen,1,0.5373426079750061,-0.06613680720329285,0.67129847407341,0.6051616668701172
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,13,0.3,matched_random,20,0.49142751693725584,-0.33024049177765846,0.9354021586477757,0.6051616668701172
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attachment4_unlabelled,MoFE_posthoc_Owen,13,0.3,owen,1,0.7294871211051941,0.09716644883155823,0.507995218038559,0.6051616668701172
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||||
attachment4_unlabelled,MoFE_router_utility,13,0.1,matched_random,20,0.18932832777500153,-0.45444338396191597,1.0596050508320332,0.6051616668701172
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||||
attachment4_unlabelled,MoFE_router_utility,13,0.1,owen,1,0.11354100704193115,1.1103507280349731,-0.505189061164856,0.6051616668701172
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||||
attachment4_unlabelled,MoFE_router_utility,13,0.2,matched_random,20,0.38435001373291017,-0.360853635519743,0.9660153023898601,0.6051616668701172
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||||
attachment4_unlabelled,MoFE_router_utility,13,0.2,owen,1,0.2522663474082947,0.19186049699783325,0.41330116987228394,0.6051616668701172
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attachment4_unlabelled,MoFE_router_utility,13,0.3,matched_random,20,0.49142751693725584,-0.33024049177765846,0.9354021586477757,0.6051616668701172
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attachment4_unlabelled,MoFE_router_utility,13,0.3,owen,1,0.449892520904541,0.20156031847000122,0.40360134840011597,0.6051616668701172
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||||
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||||
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,14,0.1,matched_random,20,-0.011025089025497436,0.9944659948349,-0.6541439175605774,0.3403220772743225
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,14,0.1,owen,1,-0.0874565839767456,0.9975653290748596,-0.6572432518005371,0.3403220772743225
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,14,0.2,owen,1,-0.017441511154174805,1.209723711013794,-0.8694016337394714,0.3403220772743225
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,14,0.3,matched_random,20,-0.12975378036499025,0.7304371371865273,-0.39011505991220474,0.3403220772743225
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,14,0.3,owen,1,-0.18057149648666382,0.8115377426147461,-0.4712156653404236,0.3403220772743225
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,14,0.1,matched_random,20,-0.12507957965135574,0.8354726582765579,-0.5899831801652908,0.2454894781112671
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attachment4_unlabelled,MoFE_posthoc_Owen,14,0.2,matched_random,20,-0.25004451125860216,0.8408892184495926,-0.5953997403383255,0.2454894781112671
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attachment4_unlabelled,MoFE_posthoc_Owen,14,0.2,owen,1,-0.394974946975708,0.7317661643028259,-0.48627668619155884,0.2454894781112671
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attachment4_unlabelled,MoFE_posthoc_Owen,14,0.3,matched_random,20,-0.30563908964395525,0.8347223103046417,-0.5892328321933746,0.2454894781112671
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attachment4_unlabelled,MoFE_posthoc_Owen,14,0.3,owen,1,-0.5233482122421265,0.6668548583984375,-0.4213653802871704,0.2454894781112671
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attachment4_unlabelled,MoFE_router_utility,14,0.1,matched_random,20,-0.12507957965135574,0.8354726582765579,-0.5899831801652908,0.2454894781112671
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attachment4_unlabelled,MoFE_router_utility,14,0.1,owen,1,-0.00018137693405151367,1.2530293464660645,-1.0075398683547974,0.2454894781112671
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attachment4_unlabelled,MoFE_router_utility,14,0.2,matched_random,20,-0.25004451125860216,0.8408892184495926,-0.5953997403383255,0.2454894781112671
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attachment4_unlabelled,MoFE_router_utility,14,0.2,owen,1,0.05123758316040039,1.3051804304122925,-1.0596909523010254,0.2454894781112671
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attachment4_unlabelled,MoFE_router_utility,14,0.3,matched_random,20,-0.30563908964395525,0.8347223103046417,-0.5892328321933746,0.2454894781112671
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attachment4_unlabelled,MoFE_router_utility,14,0.3,owen,1,-0.23869258165359497,1.0850770473480225,-0.8395875692367554,0.2454894781112671
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attachment4_unlabelled,MoFE_posthoc_Owen,15,0.2,owen,1,0.5870890617370605,2.9233920574188232,0.1969442367553711,3.1203362941741943
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attachment4_unlabelled,MoFE_posthoc_Owen,15,0.3,owen,1,0.7396581172943115,2.6033403873443604,0.516995906829834,3.1203362941741943
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||||
attachment4_unlabelled,MoFE_router_utility,15,0.1,matched_random,20,0.14443528652191162,1.8179689466953277,1.3023673474788666,3.1203362941741943
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attachment4_unlabelled,MoFE_router_utility,15,0.1,owen,1,0.1308605670928955,1.7603845596313477,1.3599517345428467,3.1203362941741943
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||||
attachment4_unlabelled,MoFE_router_utility,15,0.2,owen,1,0.36878371238708496,2.0171070098876953,1.103229284286499,3.1203362941741943
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||||
attachment4_unlabelled,MoFE_router_utility,15,0.3,owen,1,0.4925556182861328,2.2026965618133545,0.9176397323608398,3.1203362941741943
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||||
attachment4_unlabelled,ATI_HO_Owen,16,0.1,matched_random,20,0.09426164627075195,3.1494871377944946,1.0793994665145874,4.228886604309082
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||||
attachment4_unlabelled,ATI_HO_Owen,16,0.1,owen,1,0.23149347305297852,3.89517879486084,0.3337078094482422,4.228886604309082
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||||
attachment4_unlabelled,ATI_HO_Owen,16,0.2,matched_random,20,0.16382576227188111,3.3807416439056395,0.8481449604034423,4.228886604309082
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||||
attachment4_unlabelled,ATI_HO_Owen,16,0.2,owen,1,0.3754110336303711,3.61574649810791,0.6131401062011719,4.228886604309082
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||||
attachment4_unlabelled,ATI_HO_Owen,16,0.3,matched_random,20,0.3143100619316101,3.497041881084442,0.7318447232246399,4.228886604309082
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||||
attachment4_unlabelled,ATI_HO_Owen,16,0.3,owen,1,0.5287175178527832,3.9785046577453613,0.2503819465637207,4.228886604309082
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,16,0.1,matched_random,20,0.28181980848312377,1.828809243440628,1.9630799472332001,3.791889190673828
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,16,0.1,owen,1,0.3270394802093506,1.7446470260620117,2.0472421646118164,3.791889190673828
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,16,0.2,matched_random,20,0.5813592553138733,1.8598995447158813,1.9319896459579469,3.791889190673828
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,16,0.2,owen,1,0.7291498184204102,2.2503232955932617,1.5415658950805664,3.791889190673828
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,16,0.3,matched_random,20,0.8144410610198974,1.8872865080833434,1.9046026825904847,3.791889190673828
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,16,0.3,owen,1,1.2315185070037842,2.407350540161133,1.3845386505126953,3.791889190673828
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,16,0.1,matched_random,20,0.16358894109725952,1.9107330858707428,1.5791748940944672,3.48990797996521
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,16,0.1,owen,1,0.22695112228393555,2.087033271789551,1.4028747081756592,3.48990797996521
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attachment4_unlabelled,MoFE_posthoc_Owen,16,0.2,matched_random,20,0.36523603200912474,1.9770913302898407,1.5128166496753692,3.48990797996521
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attachment4_unlabelled,MoFE_posthoc_Owen,16,0.2,owen,1,0.4755723476409912,2.354184627532959,1.135723352432251,3.48990797996521
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,16,0.3,matched_random,20,0.5201373815536499,2.03673369884491,1.4531742811203003,3.48990797996521
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attachment4_unlabelled,MoFE_posthoc_Owen,16,0.3,owen,1,0.7528643608093262,2.5620956420898438,0.9278123378753662,3.48990797996521
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attachment4_unlabelled,MoFE_router_utility,16,0.1,matched_random,20,0.16358894109725952,1.9107330858707428,1.5791748940944672,3.48990797996521
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||||
attachment4_unlabelled,MoFE_router_utility,16,0.1,owen,1,0.01054525375366211,3.1574277877807617,0.33248019218444824,3.48990797996521
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attachment4_unlabelled,MoFE_router_utility,16,0.2,matched_random,20,0.36523603200912474,1.9770913302898407,1.5128166496753692,3.48990797996521
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attachment4_unlabelled,MoFE_router_utility,16,0.2,owen,1,0.2034919261932373,2.0680360794067383,1.4218719005584717,3.48990797996521
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||||
attachment4_unlabelled,MoFE_router_utility,16,0.3,matched_random,20,0.5201373815536499,2.03673369884491,1.4531742811203003,3.48990797996521
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attachment4_unlabelled,MoFE_router_utility,16,0.3,owen,1,0.3891139030456543,1.9729084968566895,1.5169994831085205,3.48990797996521
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attachment4_unlabelled,ATI_HO_Owen,17,0.1,matched_random,20,0.08218501806259156,2.8285616397857667,0.7505120277404785,3.579073667526245
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attachment4_unlabelled,ATI_HO_Owen,17,0.1,owen,1,0.07809638977050781,2.852037191390991,0.7270364761352539,3.579073667526245
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||||
attachment4_unlabelled,ATI_HO_Owen,17,0.2,matched_random,20,0.18170520067214965,2.9159037470817566,0.6631699204444885,3.579073667526245
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||||
attachment4_unlabelled,ATI_HO_Owen,17,0.2,owen,1,0.277085542678833,2.981520175933838,0.5975534915924072,3.579073667526245
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||||
attachment4_unlabelled,ATI_HO_Owen,17,0.3,matched_random,20,0.25902408361434937,2.948770296573639,0.6303033709526062,3.579073667526245
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attachment4_unlabelled,ATI_HO_Owen,17,0.3,owen,1,0.46816372871398926,3.036355972290039,0.542717695236206,3.579073667526245
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,17,0.1,matched_random,20,0.1568437933921814,2.060094475746155,1.2625354528427124,3.322629928588867
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,17,0.1,owen,1,0.18725299835205078,1.9233872890472412,1.399242639541626,3.322629928588867
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,17,0.2,matched_random,20,0.35886732339859007,2.103966498374939,1.2186634302139283,3.322629928588867
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,17,0.2,owen,1,0.40483736991882324,1.8959749937057495,1.4266549348831177,3.322629928588867
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,17,0.3,matched_random,20,0.5344164609909058,2.145155614614487,1.1774743139743804,3.322629928588867
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,17,0.3,owen,1,0.4736151695251465,2.1314456462860107,1.1911842823028564,3.322629928588867
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,17,0.1,matched_random,20,0.19201490879058838,1.9789903044700623,1.6310618042945861,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,17,0.1,owen,1,0.17425870895385742,1.8812718391418457,1.7287802696228027,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,17,0.2,matched_random,20,0.3913289189338684,2.099757528305054,1.5102945804595946,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,17,0.2,owen,1,0.3713500499725342,1.973212480545044,1.6368396282196045,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,17,0.3,matched_random,20,0.5888968229293823,2.238076686859131,1.3719754219055176,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,17,0.3,owen,1,0.7489807605743408,1.9892704486846924,1.620781660079956,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_router_utility,17,0.1,matched_random,20,0.19201490879058838,1.9789903044700623,1.6310618042945861,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_router_utility,17,0.1,owen,1,0.29425621032714844,1.590018391609192,2.0200337171554565,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_router_utility,17,0.2,matched_random,20,0.3913289189338684,2.099757528305054,1.5102945804595946,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_router_utility,17,0.2,owen,1,0.5304265022277832,1.6540855169296265,1.955966591835022,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_router_utility,17,0.3,matched_random,20,0.5888968229293823,2.238076686859131,1.3719754219055176,3.6100521087646484
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||||
attachment4_unlabelled,MoFE_router_utility,17,0.3,owen,1,0.8732600212097168,1.799506425857544,1.8105456829071045,3.6100521087646484
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||||
attachment4_unlabelled,ATI_HO_Owen,18,0.1,matched_random,20,0.02186211124062538,0.44034252911806104,-0.19034893661737443,0.24999359250068665
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attachment4_unlabelled,ATI_HO_Owen,18,0.1,owen,1,-0.22190526127815247,-0.9372586607933044,1.187252253293991,0.24999359250068665
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||||
attachment4_unlabelled,ATI_HO_Owen,18,0.2,matched_random,20,0.04132941216230392,0.40756509006023406,-0.1575714975595474,0.24999359250068665
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||||
attachment4_unlabelled,ATI_HO_Owen,18,0.2,owen,1,-0.022281736135482788,0.053649500012397766,0.19634409248828888,0.24999359250068665
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||||
attachment4_unlabelled,ATI_HO_Owen,18,0.3,matched_random,20,0.03180235549807549,0.3340111315250397,-0.08401753902435302,0.24999359250068665
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||||
attachment4_unlabelled,ATI_HO_Owen,18,0.3,owen,1,-0.36710140109062195,-0.33181631565093994,0.5818099081516266,0.24999359250068665
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,18,0.1,matched_random,20,0.03683534935116768,0.12848332151770592,0.17748341336846352,0.30596673488616943
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,18,0.1,owen,1,-0.13947036862373352,-0.6477798223495483,0.9537465572357178,0.30596673488616943
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,18,0.2,matched_random,20,0.07061931937932968,0.12353554256260395,0.18243119232356547,0.30596673488616943
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,18,0.2,owen,1,0.01911810040473938,-0.07203400135040283,0.37800073623657227,0.30596673488616943
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,18,0.3,matched_random,20,0.12756141051650047,0.1790784105658531,0.12688832432031633,0.30596673488616943
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,18,0.3,owen,1,0.1928119659423828,0.28792572021484375,0.018041014671325684,0.30596673488616943
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,18,0.1,matched_random,20,0.10677423179149628,0.05711646478157491,0.7522978623630479,0.8094143271446228
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,18,0.1,owen,1,0.28623658418655396,0.44252267479896545,0.36689165234565735,0.8094143271446228
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,18,0.2,matched_random,20,0.2050887644290924,0.0925739124417305,0.7168404147028923,0.8094143271446228
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,18,0.2,owen,1,0.6117657721042633,0.7390285730361938,0.07038575410842896,0.8094143271446228
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attachment4_unlabelled,MoFE_posthoc_Owen,18,0.3,matched_random,20,0.32601115107536316,0.18745922073721885,0.6219551064074039,0.8094143271446228
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,18,0.3,owen,1,0.7357300817966461,0.773094892501831,0.03631943464279175,0.8094143271446228
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attachment4_unlabelled,MoFE_router_utility,18,0.1,matched_random,20,0.10677423179149628,0.05711646478157491,0.7522978623630479,0.8094143271446228
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||||
attachment4_unlabelled,MoFE_router_utility,18,0.1,owen,1,0.11401599645614624,0.1214824840426445,0.6879318431019783,0.8094143271446228
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||||
attachment4_unlabelled,MoFE_router_utility,18,0.2,matched_random,20,0.2050887644290924,0.0925739124417305,0.7168404147028923,0.8094143271446228
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attachment4_unlabelled,MoFE_router_utility,18,0.2,owen,1,0.026027679443359375,-0.2228969931602478,1.0323113203048706,0.8094143271446228
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attachment4_unlabelled,MoFE_router_utility,18,0.3,matched_random,20,0.32601115107536316,0.18745922073721885,0.6219551064074039,0.8094143271446228
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attachment4_unlabelled,MoFE_router_utility,18,0.3,owen,1,-0.0684816837310791,-0.4689832329750061,1.278397560119629,0.8094143271446228
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||||
attachment4_unlabelled,ATI_HO_Owen,19,0.1,matched_random,20,0.0902731403708458,0.7154578540474177,-0.587793705239892,0.12766414880752563
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||||
attachment4_unlabelled,ATI_HO_Owen,19,0.1,owen,1,0.4164232909679413,3.1066484451293945,-2.978984296321869,0.12766414880752563
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||||
attachment4_unlabelled,ATI_HO_Owen,19,0.2,matched_random,20,-0.060341198742389676,0.021042899787425996,0.10662124902009965,0.12766414880752563
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||||
attachment4_unlabelled,ATI_HO_Owen,19,0.2,owen,1,0.13553333282470703,0.9753988981246948,-0.8477347493171692,0.12766414880752563
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||||
attachment4_unlabelled,ATI_HO_Owen,19,0.3,matched_random,20,-0.16572354659438132,-0.19997914135456085,0.3276432901620865,0.12766414880752563
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||||
attachment4_unlabelled,ATI_HO_Owen,19,0.3,owen,1,-0.0064792633056640625,0.3943392038345337,-0.26667505502700806,0.12766414880752563
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,19,0.1,matched_random,20,0.012963135540485383,1.1786378785967826,-0.7098356053233147,0.468802273273468
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,19,0.1,owen,1,-0.3955695629119873,0.36008012294769287,0.10872215032577515,0.468802273273468
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,19,0.2,matched_random,20,-0.12215557098388671,0.6171976029872894,-0.1483953297138214,0.468802273273468
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,19,0.2,owen,1,-0.2313450574874878,1.3737292289733887,-0.9049269556999207,0.468802273273468
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,19,0.3,matched_random,20,-0.22817647010087966,0.5343667522072792,-0.06556447893381119,0.468802273273468
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,19,0.3,owen,1,-0.31717026233673096,1.298641324043274,-0.8298390507698059,0.468802273273468
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,19,0.1,matched_random,20,0.08601613789796829,-0.540624774992466,1.333346463739872,0.792721688747406
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,19,0.1,owen,1,0.5599844455718994,0.9948243498802185,-0.2021026611328125,0.792721688747406
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,19,0.2,matched_random,20,0.41266326457262037,0.08099312484264373,0.7117285639047622,0.792721688747406
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attachment4_unlabelled,MoFE_posthoc_Owen,19,0.2,owen,1,-0.09429973363876343,-0.2540307641029358,1.0467524528503418,0.792721688747406
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attachment4_unlabelled,MoFE_posthoc_Owen,19,0.3,matched_random,20,0.6985580265522003,0.22644979059696196,0.566271898150444,0.792721688747406
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attachment4_unlabelled,MoFE_posthoc_Owen,19,0.3,owen,1,-0.1871359944343567,-0.9782415628433228,1.7709632515907288,0.792721688747406
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||||
attachment4_unlabelled,MoFE_router_utility,19,0.1,matched_random,20,0.08601613789796829,-0.540624774992466,1.333346463739872,0.792721688747406
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||||
attachment4_unlabelled,MoFE_router_utility,19,0.1,owen,1,0.29787492752075195,0.6901049017906189,0.10261678695678711,0.792721688747406
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||||
attachment4_unlabelled,MoFE_router_utility,19,0.2,matched_random,20,0.41266326457262037,0.08099312484264373,0.7117285639047622,0.792721688747406
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||||
attachment4_unlabelled,MoFE_router_utility,19,0.2,owen,1,0.5991856455802917,0.5643833875656128,0.2283383011817932,0.792721688747406
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||||
attachment4_unlabelled,MoFE_router_utility,19,0.3,matched_random,20,0.6985580265522003,0.22644979059696196,0.566271898150444,0.792721688747406
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||||
attachment4_unlabelled,MoFE_router_utility,19,0.3,owen,1,0.8032763004302979,0.5499044060707092,0.24281728267669678,0.792721688747406
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||||
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attachment4_unlabelled,ATI_HO_Owen,20,0.1,owen,1,0.23716938495635986,2.8928933143615723,-1.1565622091293335,1.7363311052322388
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||||
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attachment4_unlabelled,ATI_HO_Owen,20,0.2,owen,1,0.5225841999053955,2.852043390274048,-1.115712285041809,1.7363311052322388
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attachment4_unlabelled,ATI_HO_Owen,20,0.3,matched_random,20,0.16062413454055785,1.4989882200956344,0.23734288513660431,1.7363311052322388
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attachment4_unlabelled,ATI_HO_Owen,20,0.3,owen,1,0.5605849027633667,2.4582231044769287,-0.7218919992446899,1.7363311052322388
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,20,0.1,matched_random,20,0.16204275488853453,1.1962605208158492,0.7716954261064529,1.9679559469223022
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,20,0.1,owen,1,0.27220940589904785,2.1943750381469727,-0.2264190912246704,1.9679559469223022
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,20,0.2,matched_random,20,0.27444820404052733,1.2860673099756241,0.6818886369466781,1.9679559469223022
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,20,0.2,owen,1,0.3989940881729126,1.23187255859375,0.7360833883285522,1.9679559469223022
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||||
attachment4_unlabelled,EarlyConcat_posthoc_Owen,20,0.3,matched_random,20,0.4466127574443817,1.227688303589821,0.7402676433324814,1.9679559469223022
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attachment4_unlabelled,EarlyConcat_posthoc_Owen,20,0.3,owen,1,0.49084484577178955,1.117695927619934,0.8502600193023682,1.9679559469223022
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,20,0.1,matched_random,20,0.11538689136505127,1.2441469877958298,0.8546112328767776,2.0987582206726074
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||||
attachment4_unlabelled,MoFE_posthoc_Owen,20,0.1,owen,1,0.3082987070083618,1.9517104625701904,0.147047758102417,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_posthoc_Owen,20,0.2,matched_random,20,0.19325984716415406,1.4137317299842835,0.685026490688324,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_posthoc_Owen,20,0.2,owen,1,0.38553476333618164,1.597691297531128,0.5010669231414795,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_posthoc_Owen,20,0.3,matched_random,20,0.33256406188011167,1.4499584406614303,0.6487997800111771,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_posthoc_Owen,20,0.3,owen,1,0.3775820732116699,1.470576286315918,0.6281819343566895,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_router_utility,20,0.1,matched_random,20,0.11538689136505127,1.2441469877958298,0.8546112328767776,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_router_utility,20,0.1,owen,1,0.08282876014709473,1.1058018207550049,0.9929563999176025,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_router_utility,20,0.2,matched_random,20,0.19325984716415406,1.4137317299842835,0.685026490688324,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_router_utility,20,0.2,owen,1,0.22714293003082275,1.1935439109802246,0.9052143096923828,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_router_utility,20,0.3,matched_random,20,0.33256406188011167,1.4499584406614303,0.6487997800111771,2.0987582206726074
|
||||
attachment4_unlabelled,MoFE_router_utility,20,0.3,owen,1,0.40963828563690186,1.5327337980270386,0.5660244226455688,2.0987582206726074
|
||||
validation_class_stratified,ATI_HO_Owen,0utROiKxejc$_$4,0.1,matched_random,20,0.0906300663948059,2.1814020100980995,0.9291667517274618,3.1105687618255615
|
||||
validation_class_stratified,ATI_HO_Owen,0utROiKxejc$_$4,0.1,owen,1,0.10638928413391113,2.4339816570281982,0.6765871047973633,3.1105687618255615
|
||||
validation_class_stratified,ATI_HO_Owen,0utROiKxejc$_$4,0.2,matched_random,20,0.19269014596939088,2.5451920926570892,0.5653766691684723,3.1105687618255615
|
||||
validation_class_stratified,ATI_HO_Owen,0utROiKxejc$_$4,0.2,owen,1,0.2205064296722412,2.3882288932800293,0.7223398685455322,3.1105687618255615
|
||||
validation_class_stratified,ATI_HO_Owen,0utROiKxejc$_$4,0.3,matched_random,20,0.22361087799072266,2.447289156913757,0.6632796049118042,3.1105687618255615
|
||||
validation_class_stratified,ATI_HO_Owen,0utROiKxejc$_$4,0.3,owen,1,0.5899600982666016,3.0770468711853027,0.03352189064025879,3.1105687618255615
|
||||
validation_class_stratified,ATI_HO_Owen,0y022OlZ3W0$_$5,0.1,matched_random,20,0.05614596605300903,1.4860424131155014,0.6587642103433609,2.1448066234588623
|
||||
validation_class_stratified,ATI_HO_Owen,0y022OlZ3W0$_$5,0.1,owen,1,0.11678576469421387,1.9152045249938965,0.22960209846496582,2.1448066234588623
|
||||
validation_class_stratified,ATI_HO_Owen,0y022OlZ3W0$_$5,0.2,matched_random,20,0.13228436708450317,1.6441722840070725,0.5006343394517898,2.1448066234588623
|
||||
validation_class_stratified,ATI_HO_Owen,0y022OlZ3W0$_$5,0.2,owen,1,0.39818763732910156,2.1073853969573975,0.037421226501464844,2.1448066234588623
|
||||
validation_class_stratified,ATI_HO_Owen,0y022OlZ3W0$_$5,0.3,matched_random,20,0.20743640065193175,1.7584110230207444,0.386395600438118,2.1448066234588623
|
||||
validation_class_stratified,ATI_HO_Owen,0y022OlZ3W0$_$5,0.3,owen,1,0.48284006118774414,2.160898447036743,-0.01609182357788086,2.1448066234588623
|
||||
validation_class_stratified,ATI_HO_Owen,101787$_$5,0.1,matched_random,20,0.1961705893278122,1.5915929466485976,0.2790337413549423,1.87062668800354
|
||||
validation_class_stratified,ATI_HO_Owen,101787$_$5,0.1,owen,1,0.9868097305297852,3.3675007820129395,-1.4968740940093994,1.87062668800354
|
||||
validation_class_stratified,ATI_HO_Owen,101787$_$5,0.2,matched_random,20,0.19988688826560974,1.2894927218556405,0.5811339661478996,1.87062668800354
|
||||
validation_class_stratified,ATI_HO_Owen,101787$_$5,0.2,owen,1,0.5386918783187866,1.8486378192901611,0.021988868713378906,1.87062668800354
|
||||
validation_class_stratified,ATI_HO_Owen,101787$_$5,0.3,matched_random,20,0.01232163906097412,0.8948944881558418,0.9757321998476982,1.87062668800354
|
||||
validation_class_stratified,ATI_HO_Owen,101787$_$5,0.3,owen,1,0.2953888177871704,1.383345127105713,0.48728156089782715,1.87062668800354
|
||||
validation_class_stratified,ATI_HO_Owen,102408$_$9,0.1,matched_random,20,0.05695241689682007,1.6822253823280335,0.7763927817344666,2.4586181640625
|
||||
validation_class_stratified,ATI_HO_Owen,102408$_$9,0.1,owen,1,0.016373872756958008,1.9221129417419434,0.5365052223205566,2.4586181640625
|
||||
validation_class_stratified,ATI_HO_Owen,102408$_$9,0.2,matched_random,20,0.1520747423171997,1.8818015813827516,0.5768165826797486,2.4586181640625
|
||||
validation_class_stratified,ATI_HO_Owen,102408$_$9,0.2,owen,1,0.2012794017791748,2.1932597160339355,0.26535844802856445,2.4586181640625
|
||||
validation_class_stratified,ATI_HO_Owen,102408$_$9,0.3,matched_random,20,0.1434056878089905,1.9600620567798615,0.49855610728263855,2.4586181640625
|
||||
validation_class_stratified,ATI_HO_Owen,102408$_$9,0.3,owen,1,0.31392335891723633,2.1062493324279785,0.3523688316345215,2.4586181640625
|
||||
validation_class_stratified,ATI_HO_Owen,102858$_$20,0.1,matched_random,20,0.012141254544258118,0.2094670817255974,0.6522687390446663,0.8617358207702637
|
||||
validation_class_stratified,ATI_HO_Owen,102858$_$20,0.1,owen,1,0.14932024478912354,1.0851844549179077,-0.22344863414764404,0.8617358207702637
|
||||
validation_class_stratified,ATI_HO_Owen,102858$_$20,0.2,matched_random,20,0.12285278737545013,0.678894916176796,0.18284090459346772,0.8617358207702637
|
||||
validation_class_stratified,ATI_HO_Owen,102858$_$20,0.2,owen,1,0.2714465260505676,1.3165431022644043,-0.4548072814941406,0.8617358207702637
|
||||
validation_class_stratified,ATI_HO_Owen,102858$_$20,0.3,matched_random,20,0.07748312205076217,0.5360003605484962,0.3257354602217674,0.8617358207702637
|
||||
validation_class_stratified,ATI_HO_Owen,102858$_$20,0.3,owen,1,-0.013404905796051025,0.793259859085083,0.06847596168518066,0.8617358207702637
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$5,0.1,matched_random,20,0.10771838426589966,0.8661961980164051,1.4025549463927747,2.2687511444091797
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$5,0.1,owen,1,0.716099739074707,2.1892523765563965,0.0794987678527832,2.2687511444091797
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$5,0.2,matched_random,20,0.07311668992042542,0.7810798961669206,1.487671248242259,2.2687511444091797
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$5,0.2,owen,1,1.1154488325119019,3.0449118614196777,-0.776160717010498,2.2687511444091797
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$5,0.3,matched_random,20,0.504847240447998,1.7756501972675323,0.4931009471416473,2.2687511444091797
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$5,0.3,owen,1,1.9786980748176575,3.2873384952545166,-1.018587350845337,2.2687511444091797
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$4,0.1,matched_random,20,0.034628068655729295,0.4933968115597963,-0.07803242690861226,0.4153643846511841
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$4,0.1,owen,1,0.09324243664741516,1.032372236251831,-0.617007851600647,0.4153643846511841
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$4,0.2,matched_random,20,-0.03835001364350319,0.12026787661015988,0.2950965080410242,0.4153643846511841
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$4,0.2,owen,1,-0.15056800842285156,-0.4129483103752136,0.8283126950263977,0.4153643846511841
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$4,0.3,matched_random,20,0.04072941318154335,0.37565155550837515,0.039712829142808916,0.4153643846511841
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$4,0.3,owen,1,0.17321904003620148,0.6855340600013733,-0.2701696753501892,0.4153643846511841
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$7,0.1,matched_random,20,0.05860962271690369,1.0683497816324234,0.8222361177206039,1.8905858993530273
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$7,0.1,owen,1,0.43767738342285156,2.295506477355957,-0.4049205780029297,1.8905858993530273
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$7,0.2,matched_random,20,0.08268934488296509,1.3216088756918907,0.5689770236611367,1.8905858993530273
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$7,0.2,owen,1,0.6093567609786987,2.2056686878204346,-0.3150827884674072,1.8905858993530273
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$7,0.3,matched_random,20,0.17960962653160095,1.4347978115081788,0.45578808784484864,1.8905858993530273
|
||||
validation_class_stratified,ATI_HO_Owen,130456$_$7,0.3,owen,1,0.7803710699081421,2.315392255783081,-0.4248063564300537,1.8905858993530273
|
||||
validation_class_stratified,ATI_HO_Owen,188343$_$12,0.1,matched_random,20,0.14935462474822997,2.9921587109565735,0.9835421442985535,3.975700855255127
|
||||
validation_class_stratified,ATI_HO_Owen,188343$_$12,0.1,owen,1,0.21953487396240234,3.3387973308563232,0.6369035243988037,3.975700855255127
|
||||
validation_class_stratified,ATI_HO_Owen,188343$_$12,0.2,matched_random,20,0.20135587453842163,3.135581135749817,0.8401197195053101,3.975700855255127
|
||||
validation_class_stratified,ATI_HO_Owen,188343$_$12,0.2,owen,1,0.21168279647827148,3.929182529449463,0.04651832580566406,3.975700855255127
|
||||
validation_class_stratified,ATI_HO_Owen,188343$_$12,0.3,matched_random,20,0.28981242179870603,3.1493445873260497,0.8263562679290771,3.975700855255127
|
||||
validation_class_stratified,ATI_HO_Owen,188343$_$12,0.3,owen,1,0.217254638671875,3.54891300201416,0.4267878532409668,3.975700855255127
|
||||
validation_class_stratified,ATI_HO_Owen,216097$_$4,0.1,matched_random,20,0.09059209227561951,1.327335248887539,0.6897865429520607,2.0171217918395996
|
||||
validation_class_stratified,ATI_HO_Owen,216097$_$4,0.1,owen,1,0.11578381061553955,1.7756785154342651,0.24144327640533447,2.0171217918395996
|
||||
validation_class_stratified,ATI_HO_Owen,216097$_$4,0.2,matched_random,20,0.2402376115322113,1.7269377648830413,0.2901840269565582,2.0171217918395996
|
||||
validation_class_stratified,ATI_HO_Owen,216097$_$4,0.2,owen,1,0.6146535873413086,2.3606536388397217,-0.34353184700012207,2.0171217918395996
|
||||
validation_class_stratified,ATI_HO_Owen,216097$_$4,0.3,matched_random,20,0.25179579854011536,1.585821009427309,0.4313007824122906,2.0171217918395996
|
||||
validation_class_stratified,ATI_HO_Owen,216097$_$4,0.3,owen,1,0.5890710353851318,2.1167995929718018,-0.09967780113220215,2.0171217918395996
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$0,0.1,matched_random,20,0.026123793423175813,0.5136654302477837,0.15003908425569534,0.663704514503479
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$0,0.1,owen,1,0.07268089056015015,0.4641871154308319,0.1995173990726471,0.663704514503479
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$0,0.2,matched_random,20,0.0657453030347824,0.5557679057121276,0.10793660879135132,0.663704514503479
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$0,0.2,owen,1,0.09905886650085449,0.6838686466217041,-0.020164132118225098,0.663704514503479
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$0,0.3,matched_random,20,0.0014736384153366088,0.39104146882891655,0.27266304567456245,0.663704514503479
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$0,0.3,owen,1,-0.009352684020996094,0.3674798905849457,0.2962246239185333,0.663704514503479
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$5,0.1,matched_random,20,0.20640991926193236,3.298136645555496,0.5626645743846893,3.8608012199401855
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$5,0.1,owen,1,0.3490171432495117,3.839771032333374,0.021030187606811523,3.8608012199401855
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$5,0.2,matched_random,20,0.18985799551010132,2.9972810626029966,0.8635201573371887,3.8608012199401855
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$5,0.2,owen,1,0.7032856941223145,4.4355974197387695,-0.574796199798584,3.8608012199401855
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$5,0.3,matched_random,20,0.3805806636810303,3.337212872505188,0.5235883474349976,3.8608012199401855
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$5,0.3,owen,1,0.7416341304779053,4.389919757843018,-0.529118537902832,3.8608012199401855
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$4,0.1,matched_random,20,0.04790295362472534,1.1306702703237534,0.6036969810724259,1.7343672513961792
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$4,0.1,owen,1,0.3693966865539551,2.666804075241089,-0.9324368238449097,1.7343672513961792
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$4,0.2,matched_random,20,0.023891311883926392,1.0953084260225296,0.6390588253736496,1.7343672513961792
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$4,0.2,owen,1,0.6201900243759155,2.5323238372802734,-0.7979565858840942,1.7343672513961792
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$4,0.3,matched_random,20,0.0652802586555481,1.2256246775388717,0.5087425738573075,1.7343672513961792
|
||||
validation_class_stratified,ATI_HO_Owen,252998$_$4,0.3,owen,1,0.6986817121505737,2.516002655029297,-0.7816354036331177,1.7343672513961792
|
||||
validation_class_stratified,ATI_HO_Owen,272624$_$13,0.1,matched_random,20,-0.019368350505828857,0.5160177394747734,0.20637023001909255,0.722387969493866
|
||||
validation_class_stratified,ATI_HO_Owen,272624$_$13,0.1,owen,1,0.17603707313537598,2.387939691543579,-1.6655517220497131,0.722387969493866
|
||||
validation_class_stratified,ATI_HO_Owen,272624$_$13,0.2,matched_random,20,-0.007845631241798401,0.4662302114069462,0.25615775808691976,0.722387969493866
|
||||
validation_class_stratified,ATI_HO_Owen,272624$_$13,0.2,owen,1,0.07141894102096558,0.49844229221343994,0.22394567728042603,0.722387969493866
|
||||
validation_class_stratified,ATI_HO_Owen,272624$_$13,0.3,matched_random,20,0.031217923760414122,0.6751645699143409,0.047223399579525,0.722387969493866
|
||||
validation_class_stratified,ATI_HO_Owen,272624$_$13,0.3,owen,1,0.23014920949935913,1.0369749069213867,-0.31458693742752075,0.722387969493866
|
||||
validation_class_stratified,ATI_HO_Owen,290546$_$3,0.1,matched_random,20,0.10503914654254913,0.8498884156346321,0.015914587676525115,0.8658030033111572
|
||||
validation_class_stratified,ATI_HO_Owen,290546$_$3,0.1,owen,1,0.27277714014053345,2.3209526538848877,-1.4551496505737305,0.8658030033111572
|
||||
validation_class_stratified,ATI_HO_Owen,290546$_$3,0.2,matched_random,20,0.0002044975757598877,0.4589682474732399,0.40683475583791734,0.8658030033111572
|
||||
validation_class_stratified,ATI_HO_Owen,290546$_$3,0.2,owen,1,0.1349542737007141,0.8386132121086121,0.027189791202545166,0.8658030033111572
|
||||
validation_class_stratified,ATI_HO_Owen,290546$_$3,0.3,matched_random,20,0.07422135174274444,0.5619792371988297,0.3038237661123276,0.8658030033111572
|
||||
validation_class_stratified,ATI_HO_Owen,290546$_$3,0.3,owen,1,0.2942841053009033,1.249510645866394,-0.3837076425552368,0.8658030033111572
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$11,0.1,matched_random,20,0.04307274520397186,0.3625020746141672,-0.17255870141088964,0.1899433732032776
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$11,0.1,owen,1,-0.08077111840248108,-0.7878226637840271,0.9777660369873047,0.1899433732032776
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$11,0.2,matched_random,20,0.046973685175180434,0.16003287434577942,0.02991049885749817,0.1899433732032776
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$11,0.2,owen,1,0.08575955033302307,0.49108415842056274,-0.30114078521728516,0.1899433732032776
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$11,0.3,matched_random,20,-0.013334827497601509,0.0355518389493227,0.15439153425395488,0.1899433732032776
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$11,0.3,owen,1,0.1842600703239441,0.40130898356437683,-0.21136561036109924,0.1899433732032776
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$3,0.1,matched_random,20,-0.017378607392311098,0.30060145556926726,0.16923111379146577,0.46983256936073303
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$3,0.1,owen,1,-0.3045726716518402,-1.0576525926589966,1.5274851620197296,0.46983256936073303
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$3,0.2,matched_random,20,-0.028248938918113708,0.2689974203705788,0.20083514899015426,0.46983256936073303
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$3,0.2,owen,1,0.005638450384140015,0.26699405908584595,0.20283851027488708,0.46983256936073303
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$3,0.3,matched_random,20,-0.0793759472668171,0.2439427927136421,0.22588977664709092,0.46983256936073303
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$3,0.3,owen,1,0.19606980681419373,0.7882402539253235,-0.31840768456459045,0.46983256936073303
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$8,0.1,matched_random,20,-0.03115013539791107,0.12284077107906341,0.6527861267328262,0.7756268978118896
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$8,0.1,owen,1,0.6477065682411194,2.688102960586548,-1.9124760627746582,0.7756268978118896
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$8,0.2,matched_random,20,0.1974863439798355,0.7962808772921562,-0.020653979480266572,0.7756268978118896
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$8,0.2,owen,1,1.1347129940986633,2.53790020942688,-1.7622733116149902,0.7756268978118896
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$8,0.3,matched_random,20,0.2590593442320824,0.8040410369634629,-0.028414139151573183,0.7756268978118896
|
||||
validation_class_stratified,ATI_HO_Owen,31474$_$8,0.3,owen,1,1.4003294110298157,2.306762933731079,-1.5311360359191895,0.7756268978118896
|
||||
validation_class_stratified,ATI_HO_Owen,32681$_$5,0.1,matched_random,20,0.06212996244430542,2.259233981370926,0.9084801375865936,3.1677141189575195
|
||||
validation_class_stratified,ATI_HO_Owen,32681$_$5,0.1,owen,1,0.14991354942321777,2.782878875732422,0.38483524322509766,3.1677141189575195
|
||||
validation_class_stratified,ATI_HO_Owen,32681$_$5,0.2,matched_random,20,0.17655487060546876,2.5031752824783324,0.664538836479187,3.1677141189575195
|
||||
validation_class_stratified,ATI_HO_Owen,32681$_$5,0.2,owen,1,0.31916332244873047,2.727433919906616,0.4402801990509033,3.1677141189575195
|
||||
validation_class_stratified,ATI_HO_Owen,32681$_$5,0.3,matched_random,20,0.1641938328742981,2.547213387489319,0.6205007314682007,3.1677141189575195
|
||||
validation_class_stratified,ATI_HO_Owen,32681$_$5,0.3,owen,1,0.5476136207580566,2.722046136856079,0.44566798210144043,3.1677141189575195
|
||||
validation_class_stratified,ATI_HO_Owen,50103$_$3,0.1,matched_random,20,0.088958740234375,2.830019009113312,0.7365267157554627,3.5665457248687744
|
||||
validation_class_stratified,ATI_HO_Owen,50103$_$3,0.1,owen,1,0.10081982612609863,2.9902563095092773,0.5762894153594971,3.5665457248687744
|
||||
validation_class_stratified,ATI_HO_Owen,50103$_$3,0.2,matched_random,20,0.15855427980422973,2.8885671377182005,0.6779785871505737,3.5665457248687744
|
||||
validation_class_stratified,ATI_HO_Owen,50103$_$3,0.2,owen,1,0.25728678703308105,3.306741714477539,0.25980401039123535,3.5665457248687744
|
||||
validation_class_stratified,ATI_HO_Owen,50103$_$3,0.3,matched_random,20,0.2506145715713501,2.9712406635284423,0.595305061340332,3.5665457248687744
|
||||
validation_class_stratified,ATI_HO_Owen,50103$_$3,0.3,owen,1,0.39174318313598633,3.4855847358703613,0.08096098899841309,3.5665457248687744
|
||||
validation_class_stratified,ATI_HO_Owen,6KvG5VbLalY$_$9,0.1,matched_random,20,0.02134106755256653,1.0087934240698815,0.2834197774529457,1.2922132015228271
|
||||
validation_class_stratified,ATI_HO_Owen,6KvG5VbLalY$_$9,0.1,owen,1,-0.2192857265472412,0.07676857709884644,1.2154446244239807,1.2922132015228271
|
||||
validation_class_stratified,ATI_HO_Owen,6KvG5VbLalY$_$9,0.2,matched_random,20,0.06918044090270996,1.1105924785137176,0.1816207230091095,1.2922132015228271
|
||||
validation_class_stratified,ATI_HO_Owen,6KvG5VbLalY$_$9,0.2,owen,1,-0.21087920665740967,0.40757083892822266,0.8846423625946045,1.2922132015228271
|
||||
validation_class_stratified,ATI_HO_Owen,6KvG5VbLalY$_$9,0.3,matched_random,20,0.08667127788066864,1.0367870196700095,0.2554261818528175,1.2922132015228271
|
||||
validation_class_stratified,ATI_HO_Owen,6KvG5VbLalY$_$9,0.3,owen,1,-0.0424189567565918,0.7383391261100769,0.5538740754127502,1.2922132015228271
|
||||
validation_class_stratified,ATI_HO_Owen,80566$_$6,0.1,matched_random,20,0.0557306170463562,1.0327027142047882,0.5000018775463104,1.5327045917510986
|
||||
validation_class_stratified,ATI_HO_Owen,80566$_$6,0.1,owen,1,0.04667377471923828,1.0481419563293457,0.48456263542175293,1.5327045917510986
|
||||
validation_class_stratified,ATI_HO_Owen,80566$_$6,0.2,matched_random,20,0.10862582325935363,1.0680129081010818,0.4646916836500168,1.5327045917510986
|
||||
validation_class_stratified,ATI_HO_Owen,80566$_$6,0.2,owen,1,0.3509371280670166,2.1427838802337646,-0.610079288482666,1.5327045917510986
|
||||
validation_class_stratified,ATI_HO_Owen,80566$_$6,0.3,matched_random,20,0.12088882923126221,1.0974465936422348,0.43525799810886384,1.5327045917510986
|
||||
validation_class_stratified,ATI_HO_Owen,80566$_$6,0.3,owen,1,0.4887237548828125,2.206674098968506,-0.6739695072174072,1.5327045917510986
|
||||
validation_class_stratified,ATI_HO_Owen,830KzUc6CbU$_$0,0.1,matched_random,20,0.03241404592990875,0.3885203808546066,0.20327190458774566,0.5917922854423523
|
||||
validation_class_stratified,ATI_HO_Owen,830KzUc6CbU$_$0,0.1,owen,1,0.22749227285385132,1.321929693222046,-0.7301374077796936,0.5917922854423523
|
||||
validation_class_stratified,ATI_HO_Owen,830KzUc6CbU$_$0,0.2,matched_random,20,0.004398992657661438,0.21733084619045256,0.37446143925189973,0.5917922854423523
|
||||
validation_class_stratified,ATI_HO_Owen,830KzUc6CbU$_$0,0.2,owen,1,0.11412906646728516,0.5441805124282837,0.047611773014068604,0.5917922854423523
|
||||
validation_class_stratified,ATI_HO_Owen,830KzUc6CbU$_$0,0.3,matched_random,20,0.038920582830905916,0.38670276701450346,0.2050895184278488,0.5917922854423523
|
||||
validation_class_stratified,ATI_HO_Owen,830KzUc6CbU$_$0,0.3,owen,1,0.24980002641677856,0.6385208368301392,-0.046728551387786865,0.5917922854423523
|
||||
validation_class_stratified,ATI_HO_Owen,96642$_$4,0.1,matched_random,20,0.09546416997909546,2.4725162267684935,1.0289307355880737,3.5014469623565674
|
||||
validation_class_stratified,ATI_HO_Owen,96642$_$4,0.1,owen,1,0.1731855869293213,3.4601047039031982,0.04134225845336914,3.5014469623565674
|
||||
validation_class_stratified,ATI_HO_Owen,96642$_$4,0.2,matched_random,20,0.20965617895126343,2.872571659088135,0.6288753032684327,3.5014469623565674
|
||||
validation_class_stratified,ATI_HO_Owen,96642$_$4,0.2,owen,1,0.44880008697509766,3.5523290634155273,-0.05088210105895996,3.5014469623565674
|
||||
validation_class_stratified,ATI_HO_Owen,96642$_$4,0.3,matched_random,20,0.23369503021240234,2.8008666932582855,0.7005802690982819,3.5014469623565674
|
||||
validation_class_stratified,ATI_HO_Owen,96642$_$4,0.3,owen,1,0.4419124126434326,3.2378182411193848,0.2636287212371826,3.5014469623565674
|
||||
validation_class_stratified,ATI_HO_Owen,99501$_$5,0.1,matched_random,20,0.05298079252243042,1.489313367009163,0.8270747631788253,2.3163881301879883
|
||||
validation_class_stratified,ATI_HO_Owen,99501$_$5,0.1,owen,1,0.009419918060302734,1.7454125881195068,0.5709755420684814,2.3163881301879883
|
||||
validation_class_stratified,ATI_HO_Owen,99501$_$5,0.2,matched_random,20,0.12619653344154358,1.717795257270336,0.5985928729176522,2.3163881301879883
|
||||
validation_class_stratified,ATI_HO_Owen,99501$_$5,0.2,owen,1,0.15389108657836914,1.820026159286499,0.49636197090148926,2.3163881301879883
|
||||
validation_class_stratified,ATI_HO_Owen,99501$_$5,0.3,matched_random,20,0.14193763732910156,1.676433801651001,0.6399543285369873,2.3163881301879883
|
||||
validation_class_stratified,ATI_HO_Owen,99501$_$5,0.3,owen,1,0.47229671478271484,2.0190978050231934,0.2972903251647949,2.3163881301879883
|
||||
validation_class_stratified,ATI_HO_Owen,Arh2TKRi_mg$_$16,0.1,matched_random,20,0.03420093059539795,1.1246567696332932,0.2543448477983475,1.3790016174316406
|
||||
validation_class_stratified,ATI_HO_Owen,Arh2TKRi_mg$_$16,0.1,owen,1,0.12286043167114258,1.8691524267196655,-0.4901508092880249,1.3790016174316406
|
||||
validation_class_stratified,ATI_HO_Owen,Arh2TKRi_mg$_$16,0.2,matched_random,20,0.05314931273460388,1.0638721138238907,0.31512950360774994,1.3790016174316406
|
||||
validation_class_stratified,ATI_HO_Owen,Arh2TKRi_mg$_$16,0.2,owen,1,0.2146056890487671,1.6005820035934448,-0.2215803861618042,1.3790016174316406
|
||||
validation_class_stratified,ATI_HO_Owen,Arh2TKRi_mg$_$16,0.3,matched_random,20,0.10598760247230529,1.158190158009529,0.2208114594221115,1.3790016174316406
|
||||
validation_class_stratified,ATI_HO_Owen,Arh2TKRi_mg$_$16,0.3,owen,1,0.19179189205169678,1.3595573902130127,0.01944422721862793,1.3790016174316406
|
||||
validation_class_stratified,ATI_HO_Owen,EEjCkc82oyk$_$7,0.1,matched_random,20,0.03678785488009453,0.15174888260662556,0.5621576439589262,0.7139065265655518
|
||||
validation_class_stratified,ATI_HO_Owen,EEjCkc82oyk$_$7,0.1,owen,1,0.612461268901825,2.298555850982666,-1.5846493244171143,0.7139065265655518
|
||||
validation_class_stratified,ATI_HO_Owen,EEjCkc82oyk$_$7,0.2,matched_random,20,0.05045253708958626,0.2830996248871088,0.43080690167844293,0.7139065265655518
|
||||
validation_class_stratified,ATI_HO_Owen,EEjCkc82oyk$_$7,0.2,owen,1,0.33113640546798706,1.1126033067703247,-0.39869678020477295,0.7139065265655518
|
||||
validation_class_stratified,ATI_HO_Owen,EEjCkc82oyk$_$7,0.3,matched_random,20,-0.007210841029882431,0.17289337664842605,0.5410131499171257,0.7139065265655518
|
||||
validation_class_stratified,ATI_HO_Owen,EEjCkc82oyk$_$7,0.3,owen,1,0.15722739696502686,0.532435417175293,0.1814711093902588,0.7139065265655518
|
||||
validation_class_stratified,ATI_HO_Owen,ET1cU5_A2YM$_$3,0.1,matched_random,20,0.04791817590594292,0.1983913980424404,-0.012958159297704696,0.18543323874473572
|
||||
validation_class_stratified,ATI_HO_Owen,ET1cU5_A2YM$_$3,0.1,owen,1,0.2186659574508667,0.8959293961524963,-0.7104961574077606,0.18543323874473572
|
||||
validation_class_stratified,ATI_HO_Owen,ET1cU5_A2YM$_$3,0.2,matched_random,20,0.007282264530658722,-0.009169431775808335,0.19460267052054406,0.18543323874473572
|
||||
validation_class_stratified,ATI_HO_Owen,ET1cU5_A2YM$_$3,0.2,owen,1,0.2958899140357971,0.827951967716217,-0.6425187289714813,0.18543323874473572
|
||||
validation_class_stratified,ATI_HO_Owen,ET1cU5_A2YM$_$3,0.3,matched_random,20,0.09320596754550933,0.12246268428862095,0.06297055445611477,0.18543323874473572
|
||||
validation_class_stratified,ATI_HO_Owen,ET1cU5_A2YM$_$3,0.3,owen,1,0.2571236491203308,0.6436404585838318,-0.45820721983909607,0.18543323874473572
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$3,0.1,matched_random,20,0.02668989896774292,0.7492294013500214,0.14134833216667175,0.8905777335166931
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$3,0.1,owen,1,-0.04621696472167969,0.0775061845779419,0.8130715489387512,0.8905777335166931
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$3,0.2,matched_random,20,0.02999562621116638,0.6857258185744286,0.20485191494226457,0.8905777335166931
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$3,0.2,owen,1,0.07796263694763184,1.0048383474349976,-0.11426061391830444,0.8905777335166931
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$3,0.3,matched_random,20,0.05290800333023071,0.7542145609855652,0.13636317253112792,0.8905777335166931
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$3,0.3,owen,1,0.06378847360610962,0.8681430816650391,0.022434651851654053,0.8905777335166931
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$6,0.1,matched_random,20,0.08312216699123383,0.9128419876098632,0.19647185802459716,1.1093138456344604
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$6,0.1,owen,1,0.49564850330352783,2.175583839416504,-1.0662699937820435,1.1093138456344604
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$6,0.2,matched_random,20,0.05998075902462006,0.8680835068225861,0.2412303388118744,1.1093138456344604
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$6,0.2,owen,1,0.4692150950431824,1.5520877838134766,-0.4427739381790161,1.1093138456344604
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$6,0.3,matched_random,20,0.06544292569160462,0.8932253435254097,0.21608850210905076,1.1093138456344604
|
||||
validation_class_stratified,ATI_HO_Owen,HGicRLwgtkM$_$6,0.3,owen,1,0.5531291961669922,1.557289958000183,-0.44797611236572266,1.1093138456344604
|
||||
validation_class_stratified,ATI_HO_Owen,K8gp7ncdUl8$_$5,0.1,matched_random,20,0.01692984104156494,0.6102050393819809,-0.16291634738445282,0.4472886919975281
|
||||
validation_class_stratified,ATI_HO_Owen,K8gp7ncdUl8$_$5,0.1,owen,1,-0.17336249351501465,-0.18268097937107086,0.6299696713685989,0.4472886919975281
|
||||
validation_class_stratified,ATI_HO_Owen,K8gp7ncdUl8$_$5,0.2,matched_random,20,0.02878035604953766,0.5374679729342461,-0.09017928093671798,0.4472886919975281
|
||||
validation_class_stratified,ATI_HO_Owen,K8gp7ncdUl8$_$5,0.2,owen,1,-0.38419848680496216,-0.3386304974555969,0.785919189453125,0.4472886919975281
|
||||
validation_class_stratified,ATI_HO_Owen,K8gp7ncdUl8$_$5,0.3,matched_random,20,-0.027415987849235535,0.3814564686268568,0.06583222337067127,0.4472886919975281
|
||||
validation_class_stratified,ATI_HO_Owen,K8gp7ncdUl8$_$5,0.3,owen,1,-0.2122165560722351,0.04000932723283768,0.4072793647646904,0.4472886919975281
|
||||
validation_class_stratified,ATI_HO_Owen,MjaaudUc5-4$_$6,0.1,matched_random,20,-0.004317993670701981,0.06403672024607658,0.563164658099413,0.6272013783454895
|
||||
validation_class_stratified,ATI_HO_Owen,MjaaudUc5-4$_$6,0.1,owen,1,0.3861324340105057,1.9611896276474,-1.3339882493019104,0.6272013783454895
|
||||
validation_class_stratified,ATI_HO_Owen,MjaaudUc5-4$_$6,0.2,matched_random,20,0.07956544235348702,0.4403361830860376,0.18686519525945186,0.6272013783454895
|
||||
validation_class_stratified,ATI_HO_Owen,MjaaudUc5-4$_$6,0.2,owen,1,0.26136502623558044,1.0540586709976196,-0.4268572926521301,0.6272013783454895
|
||||
validation_class_stratified,ATI_HO_Owen,MjaaudUc5-4$_$6,0.3,matched_random,20,0.05429624021053314,0.47290476262569425,0.15429661571979522,0.6272013783454895
|
||||
validation_class_stratified,ATI_HO_Owen,MjaaudUc5-4$_$6,0.3,owen,1,0.39532679319381714,1.2384555339813232,-0.6112541556358337,0.6272013783454895
|
||||
validation_class_stratified,ATI_HO_Owen,Nrurc5sMUOE$_$7,0.1,matched_random,20,-0.07261580601334572,-0.05672199875116348,0.26099996119737623,0.20427796244621277
|
||||
validation_class_stratified,ATI_HO_Owen,Nrurc5sMUOE$_$7,0.1,owen,1,0.3049149215221405,2.0149171352386475,-1.8106391727924347,0.20427796244621277
|
||||
validation_class_stratified,ATI_HO_Owen,Nrurc5sMUOE$_$7,0.2,matched_random,20,-0.009912321716547013,0.1141842883080244,0.09009367413818836,0.20427796244621277
|
||||
validation_class_stratified,ATI_HO_Owen,Nrurc5sMUOE$_$7,0.2,owen,1,-0.068733811378479,0.1614166647195816,0.042861297726631165,0.20427796244621277
|
||||
validation_class_stratified,ATI_HO_Owen,Nrurc5sMUOE$_$7,0.3,matched_random,20,0.004502755403518677,0.18016416877508162,0.024113793671131135,0.20427796244621277
|
||||
validation_class_stratified,ATI_HO_Owen,Nrurc5sMUOE$_$7,0.3,owen,1,-0.3223506510257721,-0.42780569195747375,0.6320836544036865,0.20427796244621277
|
||||
validation_class_stratified,ATI_HO_Owen,PboaYD5hlG8$_$3,0.1,matched_random,20,0.06480221152305603,1.1202977776527405,0.38611615896224977,1.5064139366149902
|
||||
validation_class_stratified,ATI_HO_Owen,PboaYD5hlG8$_$3,0.1,owen,1,0.366854190826416,2.4553277492523193,-0.9489138126373291,1.5064139366149902
|
||||
validation_class_stratified,ATI_HO_Owen,PboaYD5hlG8$_$3,0.2,matched_random,20,0.04150949120521545,0.9294447533786296,0.5769691832363606,1.5064139366149902
|
||||
validation_class_stratified,ATI_HO_Owen,PboaYD5hlG8$_$3,0.2,owen,1,0.6140341758728027,2.5591986179351807,-1.0527846813201904,1.5064139366149902
|
||||
validation_class_stratified,ATI_HO_Owen,PboaYD5hlG8$_$3,0.3,matched_random,20,0.08911145627498626,1.1020757421851157,0.4043381944298744,1.5064139366149902
|
||||
validation_class_stratified,ATI_HO_Owen,PboaYD5hlG8$_$3,0.3,owen,1,0.7289985418319702,2.2392308712005615,-0.7328169345855713,1.5064139366149902
|
||||
validation_class_stratified,ATI_HO_Owen,Q4WzApjaCNI$_$0,0.1,matched_random,20,0.08372182250022889,1.2033373892307282,0.3155763566493988,1.518913745880127
|
||||
validation_class_stratified,ATI_HO_Owen,Q4WzApjaCNI$_$0,0.1,owen,1,0.226975679397583,1.976261854171753,-0.457348108291626,1.518913745880127
|
||||
validation_class_stratified,ATI_HO_Owen,Q4WzApjaCNI$_$0,0.2,matched_random,20,0.10993008613586426,1.1642831921577455,0.3546305537223816,1.518913745880127
|
||||
validation_class_stratified,ATI_HO_Owen,Q4WzApjaCNI$_$0,0.2,owen,1,0.3217463493347168,1.8052802085876465,-0.28636646270751953,1.518913745880127
|
||||
validation_class_stratified,ATI_HO_Owen,Q4WzApjaCNI$_$0,0.3,matched_random,20,0.15666796565055846,1.2055751413106919,0.31333860456943513,1.518913745880127
|
||||
validation_class_stratified,ATI_HO_Owen,Q4WzApjaCNI$_$0,0.3,owen,1,0.4076806306838989,1.7143298387527466,-0.19541609287261963,1.518913745880127
|
||||
validation_class_stratified,ATI_HO_Owen,QjcQx8_PQfw$_$7,0.1,matched_random,20,0.014166324585676193,0.1602485554292798,0.15409543346613647,0.31434398889541626
|
||||
validation_class_stratified,ATI_HO_Owen,QjcQx8_PQfw$_$7,0.1,owen,1,0.026798874139785767,0.5364891290664673,-0.22214514017105103,0.31434398889541626
|
||||
validation_class_stratified,ATI_HO_Owen,QjcQx8_PQfw$_$7,0.2,matched_random,20,0.04500622674822807,0.19735340680927038,0.11699058208614588,0.31434398889541626
|
||||
validation_class_stratified,ATI_HO_Owen,QjcQx8_PQfw$_$7,0.2,owen,1,0.14604105055332184,0.5631336569786072,-0.24878966808319092,0.31434398889541626
|
||||
validation_class_stratified,ATI_HO_Owen,QjcQx8_PQfw$_$7,0.3,matched_random,20,0.0575159527361393,0.2142367869615555,0.10010720193386077,0.31434398889541626
|
||||
validation_class_stratified,ATI_HO_Owen,QjcQx8_PQfw$_$7,0.3,owen,1,0.1565818041563034,0.3771362006664276,-0.06279221177101135,0.31434398889541626
|
||||
validation_class_stratified,ATI_HO_Owen,ROcTx5VEn7o$_$9,0.1,matched_random,20,0.019098564982414246,0.29433614760637283,0.3149394318461418,0.6092755794525146
|
||||
validation_class_stratified,ATI_HO_Owen,ROcTx5VEn7o$_$9,0.1,owen,1,0.08642065525054932,0.6077811121940613,0.0014944672584533691,0.6092755794525146
|
||||
validation_class_stratified,ATI_HO_Owen,ROcTx5VEn7o$_$9,0.2,matched_random,20,0.04857940673828125,0.4210947185754776,0.18818086087703706,0.6092755794525146
|
||||
validation_class_stratified,ATI_HO_Owen,ROcTx5VEn7o$_$9,0.2,owen,1,0.07337045669555664,0.6373108625411987,-0.028035283088684082,0.6092755794525146
|
||||
validation_class_stratified,ATI_HO_Owen,ROcTx5VEn7o$_$9,0.3,matched_random,20,0.05409384071826935,0.37294051945209505,0.23633506000041962,0.6092755794525146
|
||||
validation_class_stratified,ATI_HO_Owen,ROcTx5VEn7o$_$9,0.3,owen,1,0.15350833535194397,0.7435453534126282,-0.13426977396011353,0.6092755794525146
|
||||
validation_class_stratified,ATI_HO_Owen,TXCXFYIc3Yo$_$2,0.1,matched_random,20,0.010370546579360962,0.9469972141087055,0.39560098573565483,1.3425981998443604
|
||||
validation_class_stratified,ATI_HO_Owen,TXCXFYIc3Yo$_$2,0.1,owen,1,0.10721480846405029,1.5125564336776733,-0.169958233833313,1.3425981998443604
|
||||
validation_class_stratified,ATI_HO_Owen,TXCXFYIc3Yo$_$2,0.2,matched_random,20,0.05527846217155456,1.0396231234073638,0.30297507643699645,1.3425981998443604
|
||||
validation_class_stratified,ATI_HO_Owen,TXCXFYIc3Yo$_$2,0.2,owen,1,0.1753394603729248,1.404589056968689,-0.06199085712432861,1.3425981998443604
|
||||
validation_class_stratified,ATI_HO_Owen,TXCXFYIc3Yo$_$2,0.3,matched_random,20,0.10038512945175171,1.1365909695625305,0.20600723028182982,1.3425981998443604
|
||||
validation_class_stratified,ATI_HO_Owen,TXCXFYIc3Yo$_$2,0.3,owen,1,0.27836525440216064,1.3510358333587646,-0.008437633514404297,1.3425981998443604
|
||||
validation_class_stratified,ATI_HO_Owen,VbV9S4svrTg$_$13,0.1,matched_random,20,0.059451550245285034,1.3967343121767044,0.1606718748807907,1.5574061870574951
|
||||
validation_class_stratified,ATI_HO_Owen,VbV9S4svrTg$_$13,0.1,owen,1,0.2040327787399292,2.219965934753418,-0.6625597476959229,1.5574061870574951
|
||||
validation_class_stratified,ATI_HO_Owen,VbV9S4svrTg$_$13,0.2,matched_random,20,0.09645400643348694,1.3363247513771057,0.2210814356803894,1.5574061870574951
|
||||
validation_class_stratified,ATI_HO_Owen,VbV9S4svrTg$_$13,0.2,owen,1,0.30800044536590576,2.1451027393341064,-0.5876965522766113,1.5574061870574951
|
||||
validation_class_stratified,ATI_HO_Owen,VbV9S4svrTg$_$13,0.3,matched_random,20,0.08270249962806701,1.2767779916524886,0.2806281954050064,1.5574061870574951
|
||||
validation_class_stratified,ATI_HO_Owen,VbV9S4svrTg$_$13,0.3,owen,1,0.5298430919647217,2.164260149002075,-0.6068539619445801,1.5574061870574951
|
||||
validation_class_stratified,ATI_HO_Owen,WmQF5RmbsVQ$_$6,0.1,matched_random,20,-0.0016473859548568725,-0.02918857932090759,0.06541032195091248,0.03622174263000488
|
||||
validation_class_stratified,ATI_HO_Owen,WmQF5RmbsVQ$_$6,0.1,owen,1,0.09244221448898315,0.5222223997116089,-0.486000657081604,0.03622174263000488
|
||||
validation_class_stratified,ATI_HO_Owen,WmQF5RmbsVQ$_$6,0.2,matched_random,20,-0.006103545427322388,-0.02619921267032623,0.062420955300331114,0.03622174263000488
|
||||
validation_class_stratified,ATI_HO_Owen,WmQF5RmbsVQ$_$6,0.2,owen,1,-0.012257158756256104,-0.01838439702987671,0.05460613965988159,0.03622174263000488
|
||||
validation_class_stratified,ATI_HO_Owen,WmQF5RmbsVQ$_$6,0.3,matched_random,20,-0.0010850459337234497,0.03617435842752457,4.7384202480316163e-05,0.03622174263000488
|
||||
validation_class_stratified,ATI_HO_Owen,WmQF5RmbsVQ$_$6,0.3,owen,1,0.09269684553146362,0.2130965292453766,-0.1768747866153717,0.03622174263000488
|
||||
validation_class_stratified,ATI_HO_Owen,WxajvjGKz7Y$_$3,0.1,matched_random,20,0.012467975169420243,0.23928451160900294,-0.03672651569359005,0.2025579959154129
|
||||
validation_class_stratified,ATI_HO_Owen,WxajvjGKz7Y$_$3,0.1,owen,1,0.1318734586238861,0.9823201894760132,-0.7797621935606003,0.2025579959154129
|
||||
validation_class_stratified,ATI_HO_Owen,WxajvjGKz7Y$_$3,0.2,matched_random,20,0.029108284041285515,0.26964494213461876,-0.06708694621920586,0.2025579959154129
|
||||
validation_class_stratified,ATI_HO_Owen,WxajvjGKz7Y$_$3,0.2,owen,1,0.24820426106452942,1.041404128074646,-0.8388461321592331,0.2025579959154129
|
||||
validation_class_stratified,ATI_HO_Owen,WxajvjGKz7Y$_$3,0.3,matched_random,20,0.022505031153559684,0.19672949481755495,0.0058285010978579525,0.2025579959154129
|
||||
validation_class_stratified,ATI_HO_Owen,WxajvjGKz7Y$_$3,0.3,owen,1,0.2053721398115158,0.5661196112632751,-0.36356161534786224,0.2025579959154129
|
||||
validation_class_stratified,ATI_HO_Owen,XzVapdEr_GY$_$3,0.1,matched_random,20,0.07280574440956115,1.7066381454467774,0.5874826431274414,2.2941207885742188
|
||||
validation_class_stratified,ATI_HO_Owen,XzVapdEr_GY$_$3,0.1,owen,1,0.281780481338501,2.8862013816833496,-0.5920805931091309,2.2941207885742188
|
||||
validation_class_stratified,ATI_HO_Owen,XzVapdEr_GY$_$3,0.2,matched_random,20,0.16406102180480958,1.848488800227642,0.4456319883465767,2.2941207885742188
|
||||
validation_class_stratified,ATI_HO_Owen,XzVapdEr_GY$_$3,0.2,owen,1,0.43166089057922363,2.5695695877075195,-0.2754487991333008,2.2941207885742188
|
||||
validation_class_stratified,ATI_HO_Owen,XzVapdEr_GY$_$3,0.3,matched_random,20,0.18429554700851442,1.976157158613205,0.3179636299610138,2.2941207885742188
|
||||
validation_class_stratified,ATI_HO_Owen,XzVapdEr_GY$_$3,0.3,owen,1,0.8072164058685303,3.003420352935791,-0.7092995643615723,2.2941207885742188
|
||||
validation_class_stratified,ATI_HO_Owen,Z7L3V5bwzI0$_$2,0.1,matched_random,20,0.006822937726974487,1.2433288551867008,0.4444956324994564,1.6878244876861572
|
||||
validation_class_stratified,ATI_HO_Owen,Z7L3V5bwzI0$_$2,0.1,owen,1,0.2989180088043213,2.789264678955078,-1.101440191268921,1.6878244876861572
|
||||
validation_class_stratified,ATI_HO_Owen,Z7L3V5bwzI0$_$2,0.2,matched_random,20,0.05882678627967834,1.311936055868864,0.37588843181729314,1.6878244876861572
|
||||
validation_class_stratified,ATI_HO_Owen,Z7L3V5bwzI0$_$2,0.2,owen,1,0.005767703056335449,1.2368565797805786,0.4509679079055786,1.6878244876861572
|
||||
validation_class_stratified,ATI_HO_Owen,Z7L3V5bwzI0$_$2,0.3,matched_random,20,0.19904512763023377,1.6177154570817946,0.0701090306043625,1.6878244876861572
|
||||
validation_class_stratified,ATI_HO_Owen,Z7L3V5bwzI0$_$2,0.3,owen,1,0.3338679075241089,2.206967353820801,-0.5191428661346436,1.6878244876861572
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$5,0.1,matched_random,20,-0.017268356680870057,0.3144522614777088,0.7861990027129651,1.1006512641906738
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$5,0.1,owen,1,0.20500051975250244,1.5666202306747437,-0.4659689664840698,1.1006512641906738
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$5,0.2,matched_random,20,0.036833161115646364,0.7368511512875557,0.36380011290311814,1.1006512641906738
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$5,0.2,owen,1,0.4222017526626587,1.6677417755126953,-0.5670905113220215,1.1006512641906738
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$5,0.3,matched_random,20,0.06912591457366943,0.828925208747387,0.2717260554432869,1.1006512641906738
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$5,0.3,owen,1,0.6139835119247437,1.7390127182006836,-0.6383614540100098,1.1006512641906738
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$8,0.1,matched_random,20,0.05984334945678711,1.5849998153746128,0.9063150726258755,2.4913148880004883
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$8,0.1,owen,1,0.178375244140625,2.243316888809204,0.24799799919128418,2.4913148880004883
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$8,0.2,matched_random,20,0.15190080404281617,1.9408136546611785,0.5505012333393097,2.4913148880004883
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$8,0.2,owen,1,0.3663909435272217,2.46592116355896,0.02539372444152832,2.4913148880004883
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$8,0.3,matched_random,20,0.16130973100662233,1.902676385641098,0.5886385023593903,2.4913148880004883
|
||||
validation_class_stratified,ATI_HO_Owen,ZaoFHcbRM9g$_$8,0.3,owen,1,0.5552163124084473,2.3501784801483154,0.14113640785217285,2.4913148880004883
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$14,0.1,matched_random,20,0.06011304259300232,1.1695816710591316,0.15969655960798262,1.3292782306671143
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$14,0.1,owen,1,-0.33344244956970215,-0.008292347192764282,1.3375705778598785,1.3292782306671143
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$14,0.2,matched_random,20,0.03991919457912445,1.097455094754696,0.23182313591241838,1.3292782306671143
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$14,0.2,owen,1,-0.08816754817962646,0.6479355096817017,0.6813427209854126,1.3292782306671143
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$14,0.3,matched_random,20,-0.04621557593345642,0.9133501745760441,0.4159280560910702,1.3292782306671143
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$14,0.3,owen,1,0.03593242168426514,1.0383696556091309,0.2909085750579834,1.3292782306671143
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$19,0.1,matched_random,20,0.002561730891466141,-0.0495951097458601,0.10929580740630626,0.05970069766044617
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$19,0.1,owen,1,0.06961643695831299,0.40062645077705383,-0.34092575311660767,0.05970069766044617
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$19,0.2,matched_random,20,0.016184399276971816,-0.0019263613969087601,0.061627059057354924,0.05970069766044617
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$19,0.2,owen,1,0.092597097158432,0.11349411308765411,-0.05379341542720795,0.05970069766044617
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$19,0.3,matched_random,20,0.03190729096531868,0.028923340886831284,0.030777356773614883,0.05970069766044617
|
||||
validation_class_stratified,ATI_HO_Owen,_7HVhnSYX1Y$_$19,0.3,owen,1,0.047190189361572266,0.0911870002746582,-0.031486302614212036,0.05970069766044617
|
||||
validation_class_stratified,ATI_HO_Owen,gR4gM_WXesQ$_$3,0.1,matched_random,20,0.019025659561157225,0.43330325176939366,0.5461932272650302,0.9794964790344238
|
||||
validation_class_stratified,ATI_HO_Owen,gR4gM_WXesQ$_$3,0.1,owen,1,-0.26217055320739746,-1.0509790182113647,2.0304754972457886,0.9794964790344238
|
||||
validation_class_stratified,ATI_HO_Owen,gR4gM_WXesQ$_$3,0.2,matched_random,20,0.04183694273233414,0.5392531305551529,0.44024334847927094,0.9794964790344238
|
||||
validation_class_stratified,ATI_HO_Owen,gR4gM_WXesQ$_$3,0.2,owen,1,0.1483778953552246,0.8134095072746277,0.16608697175979614,0.9794964790344238
|
||||
validation_class_stratified,ATI_HO_Owen,gR4gM_WXesQ$_$3,0.3,matched_random,20,0.17084233313798905,0.8206897705793381,0.15880670845508577,0.9794964790344238
|
||||
validation_class_stratified,ATI_HO_Owen,gR4gM_WXesQ$_$3,0.3,owen,1,0.25397586822509766,0.8324401378631592,0.14705634117126465,0.9794964790344238
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$10,0.1,matched_random,20,0.03513811826705933,0.23483593706041575,0.5926656579598785,0.8275015950202942
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$10,0.1,owen,1,0.44310232996940613,2.0650742053985596,-1.2375726103782654,0.8275015950202942
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$10,0.2,matched_random,20,0.17698075026273727,0.7189440079033375,0.1085575871169567,0.8275015950202942
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$10,0.2,owen,1,0.8697179183363914,1.9293361902236938,-1.1018345952033997,0.8275015950202942
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$10,0.3,matched_random,20,0.04962063282728195,0.4629592150449753,0.3645423799753189,0.8275015950202942
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$10,0.3,owen,1,0.7098136842250824,1.429893136024475,-0.6023915410041809,0.8275015950202942
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$23,0.1,matched_random,20,0.009572747349739074,0.5707011878490448,0.1625005543231964,0.7332017421722412
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$23,0.1,owen,1,0.14903628826141357,1.460391640663147,-0.7271898984909058,0.7332017421722412
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$23,0.2,matched_random,20,0.014918622374534608,0.5376983091235161,0.19550343304872514,0.7332017421722412
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$23,0.2,owen,1,0.40703949332237244,1.7149755954742432,-0.981773853302002,0.7332017421722412
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$23,0.3,matched_random,20,0.05890396386384964,0.6900338932871819,0.043167848885059354,0.7332017421722412
|
||||
validation_class_stratified,ATI_HO_Owen,iUXqlrui25c$_$23,0.3,owen,1,0.4836733043193817,1.5951005220413208,-0.8618987798690796,0.7332017421722412
|
||||
validation_class_stratified,ATI_HO_Owen,ioupaiAuRr0$_$4,0.1,matched_random,20,-0.0041118055582046505,0.06089448034763336,0.16138383150100707,0.22227831184864044
|
||||
validation_class_stratified,ATI_HO_Owen,ioupaiAuRr0$_$4,0.1,owen,1,0.3416285961866379,2.000837564468384,-1.7785592526197433,0.22227831184864044
|
||||
validation_class_stratified,ATI_HO_Owen,ioupaiAuRr0$_$4,0.2,matched_random,20,0.03393477350473404,0.19658516105264426,0.02569315079599619,0.22227831184864044
|
||||
validation_class_stratified,ATI_HO_Owen,ioupaiAuRr0$_$4,0.2,owen,1,0.4659557193517685,1.626645803451538,-1.4043674916028976,0.22227831184864044
|
||||
validation_class_stratified,ATI_HO_Owen,ioupaiAuRr0$_$4,0.3,matched_random,20,-0.00915645956993103,0.13284093737602234,0.0894373744726181,0.22227831184864044
|
||||
validation_class_stratified,ATI_HO_Owen,ioupaiAuRr0$_$4,0.3,owen,1,0.37240825593471527,0.9641527533531189,-0.7418744415044785,0.22227831184864044
|
||||
validation_class_stratified,ATI_HO_Owen,lawHYX5eB20$_$1,0.1,matched_random,20,0.015011821687221528,0.22654723692685366,-0.04165562558919191,0.18489161133766174
|
||||
validation_class_stratified,ATI_HO_Owen,lawHYX5eB20$_$1,0.1,owen,1,0.10922487080097198,0.6756453514099121,-0.49075374007225037,0.18489161133766174
|
||||
validation_class_stratified,ATI_HO_Owen,lawHYX5eB20$_$1,0.2,matched_random,20,-0.002548123896121979,0.10332280336879193,0.08156880796886981,0.18489161133766174
|
||||
validation_class_stratified,ATI_HO_Owen,lawHYX5eB20$_$1,0.2,owen,1,0.0474957674741745,0.16101688146591187,0.023874729871749878,0.18489161133766174
|
||||
validation_class_stratified,ATI_HO_Owen,lawHYX5eB20$_$1,0.3,matched_random,20,0.01224932335317135,0.1217050839215517,0.06318652741611004,0.18489161133766174
|
||||
validation_class_stratified,ATI_HO_Owen,lawHYX5eB20$_$1,0.3,owen,1,0.0803845077753067,0.32491281628608704,-0.1400212049484253,0.18489161133766174
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$22,0.1,matched_random,20,0.05323623418807984,1.0733298063278198,0.7885948419570923,1.861924648284912
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$22,0.1,owen,1,0.056397318840026855,1.8015073537826538,0.0604172945022583,1.861924648284912
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$22,0.2,matched_random,20,0.11200488209724427,1.249940188229084,0.6119844600558281,1.861924648284912
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$22,0.2,owen,1,0.4314718246459961,2.14452862739563,-0.2826039791107178,1.861924648284912
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$22,0.3,matched_random,20,0.26175580024719236,1.5697799354791642,0.292144712805748,1.861924648284912
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$22,0.3,owen,1,0.6901053190231323,2.33012056350708,-0.46819591522216797,1.861924648284912
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$4,0.1,matched_random,20,-0.010021096467971802,0.17497116774320604,1.1736118152737618,1.3485829830169678
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$4,0.1,owen,1,0.7948244214057922,2.475825071334839,-1.127242088317871,1.3485829830169678
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$4,0.2,matched_random,20,0.25464334338903427,0.8978865921497345,0.4506963908672333,1.3485829830169678
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$4,0.2,owen,1,1.396841287612915,2.876232147216797,-1.527649164199829,1.3485829830169678
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$4,0.3,matched_random,20,0.29756800681352613,0.9920868746936321,0.35649610832333567,1.3485829830169678
|
||||
validation_class_stratified,ATI_HO_Owen,mHGaQ_nv9UY$_$4,0.3,owen,1,1.6504845917224884,2.6401572227478027,-1.291574239730835,1.3485829830169678
|
||||
validation_class_stratified,ATI_HO_Owen,mLW-jn67gRE$_$9,0.1,matched_random,20,0.0018457293510437012,0.3246741257607937,-0.28447069600224495,0.04020342975854874
|
||||
validation_class_stratified,ATI_HO_Owen,mLW-jn67gRE$_$9,0.1,owen,1,-0.1542581543326378,-0.8067619800567627,0.8469654098153114,0.04020342975854874
|
||||
validation_class_stratified,ATI_HO_Owen,mLW-jn67gRE$_$9,0.2,matched_random,20,0.0067041277885437015,0.2350910983979702,-0.19488766863942147,0.04020342975854874
|
||||
validation_class_stratified,ATI_HO_Owen,mLW-jn67gRE$_$9,0.2,owen,1,0.05863533914089203,0.2530786991119385,-0.21287526935338974,0.04020342975854874
|
||||
validation_class_stratified,ATI_HO_Owen,mLW-jn67gRE$_$9,0.3,matched_random,20,0.050338543206453326,0.24516990948468448,-0.20496647972613574,0.04020342975854874
|
||||
validation_class_stratified,ATI_HO_Owen,mLW-jn67gRE$_$9,0.3,owen,1,-0.14506877213716507,-0.045406460762023926,0.08560989052057266,0.04020342975854874
|
||||
validation_class_stratified,ATI_HO_Owen,pOrk7fl1AYo$_$3,0.1,matched_random,20,0.04380326271057129,1.087325262185186,0.4283655413426459,1.515690803527832
|
||||
validation_class_stratified,ATI_HO_Owen,pOrk7fl1AYo$_$3,0.1,owen,1,0.3566422462463379,2.2375802993774414,-0.7218894958496094,1.515690803527832
|
||||
validation_class_stratified,ATI_HO_Owen,pOrk7fl1AYo$_$3,0.2,matched_random,20,0.07777401208877563,1.0987416177988052,0.4169491857290268,1.515690803527832
|
||||
validation_class_stratified,ATI_HO_Owen,pOrk7fl1AYo$_$3,0.2,owen,1,0.47823357582092285,2.2959139347076416,-0.7802231311798096,1.515690803527832
|
||||
validation_class_stratified,ATI_HO_Owen,pOrk7fl1AYo$_$3,0.3,matched_random,20,0.14900144934654236,1.245841494202614,0.2698493093252182,1.515690803527832
|
||||
validation_class_stratified,ATI_HO_Owen,pOrk7fl1AYo$_$3,0.3,owen,1,0.6663392782211304,2.3502449989318848,-0.8345541954040527,1.515690803527832
|
||||
validation_class_stratified,ATI_HO_Owen,qK77ZmbqmOM$_$9,0.1,matched_random,20,-0.019797705113887787,0.3875771455466747,0.12666186764836312,0.5142390131950378
|
||||
validation_class_stratified,ATI_HO_Owen,qK77ZmbqmOM$_$9,0.1,owen,1,0.27407242357730865,2.231306314468384,-1.717067301273346,0.5142390131950378
|
||||
validation_class_stratified,ATI_HO_Owen,qK77ZmbqmOM$_$9,0.2,matched_random,20,0.04522801712155342,0.6445115052163601,-0.13027249202132224,0.5142390131950378
|
||||
validation_class_stratified,ATI_HO_Owen,qK77ZmbqmOM$_$9,0.2,owen,1,0.19737672805786133,0.9981049299240112,-0.4838659167289734,0.5142390131950378
|
||||
validation_class_stratified,ATI_HO_Owen,qK77ZmbqmOM$_$9,0.3,matched_random,20,0.042493891716003415,0.541495213098824,-0.027256199903786183,0.5142390131950378
|
||||
validation_class_stratified,ATI_HO_Owen,qK77ZmbqmOM$_$9,0.3,owen,1,0.5413160622119904,1.4897403717041016,-0.9755013585090637,0.5142390131950378
|
||||
validation_class_stratified,ATI_HO_Owen,rojyUp4FPSg$_$18,0.1,matched_random,20,0.05480628609657288,1.312023663520813,0.32810709476470945,1.6401307582855225
|
||||
validation_class_stratified,ATI_HO_Owen,rojyUp4FPSg$_$18,0.1,owen,1,0.21835756301879883,2.107760429382324,-0.46762967109680176,1.6401307582855225
|
||||
validation_class_stratified,ATI_HO_Owen,rojyUp4FPSg$_$18,0.2,matched_random,20,0.04416363835334778,1.1984778389334678,0.4416529193520546,1.6401307582855225
|
||||
validation_class_stratified,ATI_HO_Owen,rojyUp4FPSg$_$18,0.2,owen,1,0.393906831741333,2.0158331394195557,-0.3757023811340332,1.6401307582855225
|
||||
validation_class_stratified,ATI_HO_Owen,rojyUp4FPSg$_$18,0.3,matched_random,20,0.15030157566070557,1.3762739062309266,0.26385685205459597,1.6401307582855225
|
||||
validation_class_stratified,ATI_HO_Owen,rojyUp4FPSg$_$18,0.3,owen,1,0.46903276443481445,2.119417190551758,-0.47928643226623535,1.6401307582855225
|
||||
validation_class_stratified,ATI_HO_Owen,xivYoEUQ5sk$_$5,0.1,matched_random,20,0.03978629112243652,2.0798576414585113,0.9409474790096283,3.0208051204681396
|
||||
validation_class_stratified,ATI_HO_Owen,xivYoEUQ5sk$_$5,0.1,owen,1,0.0772244930267334,2.451528549194336,0.5692765712738037,3.0208051204681396
|
||||
validation_class_stratified,ATI_HO_Owen,xivYoEUQ5sk$_$5,0.2,matched_random,20,0.18728386163711547,2.5487365782260896,0.4720685422420502,3.0208051204681396
|
||||
validation_class_stratified,ATI_HO_Owen,xivYoEUQ5sk$_$5,0.2,owen,1,0.14304423332214355,2.88914155960083,0.13166356086730957,3.0208051204681396
|
||||
validation_class_stratified,ATI_HO_Owen,xivYoEUQ5sk$_$5,0.3,matched_random,20,0.22161842584609986,2.5846807777881624,0.4361243426799774,3.0208051204681396
|
||||
validation_class_stratified,ATI_HO_Owen,xivYoEUQ5sk$_$5,0.3,owen,1,0.40758180618286133,3.0361790657043457,-0.015373945236206055,3.0208051204681396
|
||||
validation_class_stratified,ATI_HO_Owen,zhE_68GMJIk$_$8,0.1,matched_random,20,-0.010429251194000243,0.9006882183253765,0.40431184843182566,1.3050000667572021
|
||||
validation_class_stratified,ATI_HO_Owen,zhE_68GMJIk$_$8,0.1,owen,1,0.10461544990539551,1.8531873226165771,-0.548187255859375,1.3050000667572021
|
||||
validation_class_stratified,ATI_HO_Owen,zhE_68GMJIk$_$8,0.2,matched_random,20,-0.025121554732322693,0.8507481560111045,0.45425191074609755,1.3050000667572021
|
||||
validation_class_stratified,ATI_HO_Owen,zhE_68GMJIk$_$8,0.2,owen,1,-0.17720556259155273,0.4593767523765564,0.8456233143806458,1.3050000667572021
|
||||
validation_class_stratified,ATI_HO_Owen,zhE_68GMJIk$_$8,0.3,matched_random,20,0.1928008258342743,1.3457578420639038,-0.04075777530670166,1.3050000667572021
|
||||
validation_class_stratified,ATI_HO_Owen,zhE_68GMJIk$_$8,0.3,owen,1,0.0441819429397583,1.078948736190796,0.22605133056640625,1.3050000667572021
|
||||
|
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|
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|
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@@ -0,0 +1,8 @@
|
||||
method,scenario,seeds,seed_values,accuracy_mean,accuracy_std,macro_f1_mean,macro_f1_std,weighted_f1_mean,weighted_f1_std,negative_recall_mean,negative_recall_std,neutral_recall_mean,neutral_recall_std,positive_recall_mean,positive_recall_std,mae_mean,mae_std,rmse_mean,rmse_std,pearson_mean,pearson_std,ece_15bin_mean,ece_15bin_std,brier_multiclass_mean,brier_multiclass_std
|
||||
B0_early_concat,clean,3,42;2026;3407,0.6318681318681318,0.009615384615384581,0.5941635114041661,0.017625286056059196,0.6208240259124146,0.013860541368935027,0.656957928802589,0.04128592499085141,0.35688405797101447,0.05577827651572702,0.7662721893491123,0.04358260314395339,0.6287991801897684,0.008150299583890295,0.8391008914680901,0.015426862480072141,0.6207677391306888,0.0028625094216968502,0.07505668980843855,0.011936373387240155,0.49706804641881974,0.0019810762795201865
|
||||
B5_mofe_mlp,clean,3,42;2026;3407,0.6236263736263736,0.009905360646879056,0.5979469022460023,0.008978189411572952,0.6208822196988617,0.00693626436505472,0.668284789644013,0.029660684109746524,0.42934782608695654,0.0718954160615378,0.7021696252465484,0.06978319357133916,0.638643761475881,0.00433436035047778,0.8531028179837249,0.00836310959816049,0.6143969497560259,0.004268891175659876,0.09440395652210755,0.02695731324594959,0.5055292571654862,0.0072733717911937085
|
||||
A2,clean,3,42;2026;3407,0.6282051282051282,0.007565344158360003,0.5866647796551073,0.009280484436560092,0.6149787455507814,0.008248376137727963,0.6666666666666666,0.017047983418855557,0.3297101449275362,0.012551092808470117,0.7672583826429981,0.0034162737821871523,0.7383753259976705,0.013877222030272925,0.9758815346671185,0.008099577460254064,0.5556109246498617,0.004399425037042815,0.057760260739933456,0.014230734504568888,0.48899068775299437,0.007716226976216622
|
||||
A0,clean,3,42;2026;3407,0.6327838827838828,0.002098248944576842,0.5927592873213748,0.009979347632373405,0.6208943566223498,0.006917829462582412,0.6650485436893204,0.004854368932038833,0.3460144927536232,0.04931397677107318,0.7692307692307693,0.022336788270031806,0.7395412921905518,0.015418201651857229,0.9711608862927495,0.016588709362805595,0.5650186742293773,0.003279615699570119,0.06760308393464858,0.017436884754508133,0.48377470037235226,0.006484528702529409
|
||||
A1,clean,3,42;2026;3407,0.6304945054945055,0.004952680323439528,0.5896195581832381,0.01402639310657412,0.6178894811695653,0.010316812963934276,0.6650485436893204,0.01941747572815533,0.338768115942029,0.055778276515727,0.7682445759368837,0.01878950580202927,0.7442829608917236,0.021281878035032637,0.9805294891091051,0.01590575079847491,0.5555793965011175,0.00582410250097964,0.06590750150300646,0.007579637824038707,0.48636199397189056,0.0072350105852137326
|
||||
A3,clean,1,42,0.6332417582417582,0.0,0.5936281260497563,0.0,0.6199288539549584,0.0,0.6893203883495146,0.0,0.33152173913043476,0.0,0.7633136094674556,0.0,0.7453784346580505,0.0,0.9772099904252733,0.0,0.5522846783718228,0.0,0.04276419545595462,0.0,0.4834622332419921,0.0
|
||||
D0,clean,1,42,0.6373626373626373,0.0,0.5977085876035364,0.0,0.6239279574522623,0.0,0.6893203883495146,0.0,0.33695652173913043,0.0,0.7692307692307693,0.0,0.7462448477745056,0.0,0.9789749559797623,0.0,0.5526887947067878,0.0,0.04225155408238318,0.0,0.4832488047724786,0.0
|
||||
|
@@ -0,0 +1,21 @@
|
||||
case_id,elapsed_seconds,permutations,stopping_status,top5_jaccard_last_check,local_conservation_residual,full_margin,baseline_margin,target_class,runner_up_class
|
||||
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|
||||
B0_early_concat,42,0.3/sync,728,0.6071428571428571,0.5518452173624587,0.5863502808084089,0.587378640776699,0.266304347826087,0.8047337278106509,0.6333609819412231,0.8369280570250054,0.605106317358132,0.052329542913607204,0.5019736335126384,"[[121, 25, 60], [35, 49, 100], [34, 32, 272]]"
|
||||
B0_early_concat,42,0.5/async,728,0.6085164835164835,0.5491629653684087,0.5848723238483725,0.5485436893203883,0.2608695652173913,0.834319526627219,0.6419562697410583,0.8533667602610633,0.5808475026413048,0.04038247642117542,0.5101166402069457,"[[113, 25, 68], [30, 48, 106], [26, 30, 282]]"
|
||||
B0_early_concat,3407,clean,728,0.635989010989011,0.6096713781288924,0.6310704227407374,0.6990291262135923,0.41847826086956524,0.7159763313609467,0.6382099986076355,0.856499977933546,0.6232720059603784,0.08095661358355166,0.4992216484947835,"[[144, 26, 36], [34, 77, 73], [47, 49, 242]]"
|
||||
B0_early_concat,3407,0.3/single,728,0.6236263736263736,0.5932818247190804,0.6174646194806235,0.6941747572815534,0.3858695652173913,0.7100591715976331,0.6336643695831299,0.8478582818240243,0.6197687483319699,0.0712367999111558,0.5024828474233995,"[[143, 24, 39], [44, 71, 69], [48, 50, 240]]"
|
||||
B0_early_concat,3407,0.3/sync,728,0.6346153846153846,0.6032479748347089,0.6277718733077147,0.7135922330097088,0.3858695652173913,0.7218934911242604,0.6378331184387207,0.8528024937205865,0.6126056555266414,0.06759172379151804,0.5003413450228749,"[[147, 23, 36], [44, 71, 69], [45, 49, 244]]"
|
||||
B0_early_concat,3407,0.5/async,728,0.5989010989010989,0.5557948224242782,0.5855751709558525,0.6553398058252428,0.29891304347826086,0.727810650887574,0.6532727479934692,0.8655477950718501,0.5748632284654888,0.050575236001839996,0.5130317026508724,"[[135, 22, 49], [47, 55, 82], [51, 41, 246]]"
|
||||
B0_early_concat,2026,clean,728,0.6387362637362637,0.5978236159247791,0.626348508986134,0.6553398058252428,0.3423913043478261,0.7899408284023669,0.6241627335548401,0.8337092068485359,0.6176473322017164,0.08289422921754501,0.49532329194003455,"[[135, 28, 43], [30, 63, 91], [33, 38, 267]]"
|
||||
B0_early_concat,2026,0.3/single,728,0.635989010989011,0.5920805929098786,0.6222629153434576,0.6650485436893204,0.32608695652173914,0.7869822485207101,0.6259673237800598,0.8354264952413608,0.6095479787318998,0.07209061917204124,0.5025713670809596,"[[137, 29, 40], [34, 60, 90], [37, 35, 266]]"
|
||||
B0_early_concat,2026,0.3/sync,728,0.6291208791208791,0.5846029922685112,0.6160799057244349,0.6213592233009708,0.32608695652173914,0.7988165680473372,0.6170424818992615,0.8312394937410608,0.6115162314909733,0.060948303153554144,0.4946451946999363,"[[128, 31, 47], [33, 60, 91], [26, 42, 270]]"
|
||||
B0_early_concat,2026,0.5/async,728,0.6167582417582418,0.5569733102560211,0.5933118052226348,0.6116504854368932,0.25,0.8195266272189349,0.6446495652198792,0.8575329545698042,0.571773309771266,0.04708087874146607,0.5085849329366438,"[[126, 25, 55], [37, 46, 101], [32, 29, 277]]"
|
||||
B5_mofe_mlp,42,clean,728,0.6153846153846154,0.5890394123279173,0.6128739313890481,0.6747572815533981,0.40217391304347827,0.6952662721893491,0.6347582936286926,0.848837561100677,0.6181804285269598,0.123899930699186,0.5123239995387401,"[[139, 33, 34], [38, 74, 72], [41, 62, 235]]"
|
||||
B5_mofe_mlp,42,0.3/single,728,0.6167582417582418,0.5855194978160362,0.611865079729092,0.6650485436893204,0.375,0.7189349112426036,0.6410773396492004,0.8470478951177334,0.611800305983695,0.10211073754580469,0.5143229474270743,"[[137, 33, 36], [38, 69, 77], [38, 57, 243]]"
|
||||
B5_mofe_mlp,42,0.3/sync,728,0.6057692307692307,0.5752188414210747,0.601887679646106,0.6601941747572816,0.375,0.6982248520710059,0.6352311372756958,0.8511204403326397,0.6034883898834915,0.10874656620588934,0.5116031814371562,"[[136, 35, 35], [43, 69, 72], [45, 57, 236]]"
|
||||
B5_mofe_mlp,42,0.5/async,728,0.5892857142857143,0.5382187415765799,0.5720796333892755,0.6601941747572816,0.25,0.7307692307692307,0.6535484194755554,0.8665630738689449,0.5658894385905369,0.08557975779359156,0.5159581264471426,"[[136, 29, 41], [45, 46, 93], [54, 37, 247]]"
|
||||
B5_mofe_mlp,3407,clean,728,0.6208791208791209,0.6069941592197773,0.6247756746397227,0.6941747572815534,0.5108695652173914,0.636094674556213,0.6378544569015503,0.862738598425712,0.6152415214205031,0.07104276051069353,0.506406876537184,"[[143, 39, 24], [38, 94, 52], [47, 76, 215]]"
|
||||
B5_mofe_mlp,3407,0.3/single,728,0.614010989010989,0.5974099022476242,0.6162945440445683,0.6893203883495146,0.4782608695652174,0.6420118343195266,0.6297061443328857,0.849125516067229,0.6135442908037956,0.059721472581009315,0.5080504298854964,"[[142, 35, 29], [41, 88, 55], [48, 73, 217]]"
|
||||
B5_mofe_mlp,3407,0.3/sync,728,0.6208791208791209,0.6031713454451216,0.6218873025720633,0.6990291262135923,0.4782608695652174,0.650887573964497,0.6349251866340637,0.8556565379090764,0.6049717918178815,0.04920613225344773,0.5032399080739491,"[[144, 34, 28], [40, 88, 56], [55, 63, 220]]"
|
||||
B5_mofe_mlp,3407,0.5/async,728,0.6085164835164835,0.5732718058984578,0.6004237126777306,0.6990291262135923,0.3423913043478261,0.6982248520710059,0.6457664370536804,0.8694930829962516,0.5681496433487956,0.03566529773748838,0.5085755354387035,"[[144, 28, 34], [48, 63, 73], [57, 45, 236]]"
|
||||
B5_mofe_mlp,2026,clean,728,0.6346153846153846,0.5978071351903127,0.6249970530678141,0.6359223300970874,0.375,0.7751479289940828,0.6433185338973999,0.8477322944247858,0.6097688993206148,0.08826917835644314,0.4978568954205348,"[[131, 33, 42], [29, 69, 86], [41, 35, 262]]"
|
||||
B5_mofe_mlp,2026,0.3/single,728,0.6277472527472527,0.5799350791770846,0.6112963894902308,0.6310679611650486,0.30978260869565216,0.7988165680473372,0.6447765827178955,0.8412206319299504,0.6093654268991469,0.07795144351465359,0.5053747395127312,"[[130, 28, 48], [33, 57, 94], [39, 29, 270]]"
|
||||
B5_mofe_mlp,2026,0.3/sync,728,0.635989010989011,0.5882851375042057,0.6191961822863082,0.6310679611650486,0.31521739130434784,0.8136094674556213,0.6404075026512146,0.84632181350297,0.5996475418621747,0.07204498186871247,0.49854482785280996,"[[130, 27, 49], [30, 58, 96], [34, 29, 275]]"
|
||||
B5_mofe_mlp,2026,0.5/async,728,0.6057692307692307,0.5301742301742302,0.5699752315136931,0.5728155339805825,0.19021739130434784,0.8520710059171598,0.6652179956436157,0.8735544662089794,0.5630183290095079,0.0696376580130923,0.521629843209706,"[[118, 18, 70], [31, 35, 118], [35, 15, 288]]"
|
||||
A2,42,clean,728,0.635989010989011,0.5962056674407532,0.6226933498701285,0.6844660194174758,0.33695652173913043,0.7692307692307693,0.749674379825592,0.9827748265649496,0.5506021828067599,0.04160050884052947,0.4832669429715484,"[[141, 21, 44], [33, 62, 89], [43, 35, 260]]"
|
||||
A2,42,0.3/single,728,0.6304945054945055,0.588191723866997,0.6172003978430423,0.6650485436893204,0.33152173913043476,0.772189349112426,0.752527117729187,0.9809960698837431,0.5514330367074957,0.040533114715919395,0.48812630022988945,"[[137, 26, 43], [37, 61, 86], [44, 33, 261]]"
|
||||
A2,42,0.3/sync,728,0.6304945054945055,0.591514202164599,0.6182290704859121,0.6601941747572816,0.3423913043478261,0.7692307692307693,0.7499077916145325,0.986128199493444,0.5446495015184274,0.036333199958879854,0.48941260142108234,"[[136, 25, 45], [30, 63, 91], [42, 36, 260]]"
|
||||
A2,42,0.5/async,728,0.6318681318681318,0.5890412437086194,0.6190533955604365,0.6456310679611651,0.33695652173913043,0.7840236686390533,0.7663002610206604,0.9979120749498672,0.5518197703749005,0.021010264508671796,0.49538153253479494,"[[133, 29, 44], [36, 62, 86], [38, 35, 265]]"
|
||||
A2,3407,clean,728,0.6208791208791209,0.57766870130418,0.6062841539583393,0.6504854368932039,0.31521739130434784,0.7692307692307693,0.7425658106803894,0.9779089228926605,0.5573809118035977,0.06842095408957086,0.49776603780125067,"[[134, 24, 48], [33, 58, 93], [44, 34, 260]]"
|
||||
A2,3407,0.3/single,728,0.625,0.57892707745651,0.6086018611806483,0.6650485436893204,0.30434782608695654,0.7751479289940828,0.7455945014953613,0.982929712774662,0.5538735377540587,0.06389286356804134,0.5031348205660903,"[[137, 21, 48], [38, 56, 90], [45, 31, 262]]"
|
||||
A2,3407,0.3/sync,728,0.6181318681318682,0.5717613614192771,0.6023660650152297,0.6407766990291263,0.30434782608695654,0.7751479289940828,0.7510780096054077,0.9975617306473715,0.538252390597649,0.06125979702715034,0.5018848928550654,"[[132, 23, 51], [39, 56, 89], [42, 34, 262]]"
|
||||
A2,3407,0.5/async,728,0.6043956043956044,0.5605567881452265,0.5902602615347593,0.6407766990291263,0.29891304347826086,0.7485207100591716,0.7791332006454468,1.0253181359235877,0.5306222221382046,0.05728639989763826,0.5035424580004313,"[[132, 25, 49], [37, 55, 92], [45, 40, 253]]"
|
||||
A2,2026,clean,728,0.6277472527472527,0.5861199702203886,0.615958732823876,0.6650485436893204,0.33695652173913043,0.7633136094674556,0.72288578748703,0.9669608545437456,0.5588496793392275,0.06325931928970005,0.4859390824861841,"[[137, 28, 41], [42, 62, 80], [44, 36, 258]]"
|
||||
A2,2026,0.3/single,728,0.6291208791208791,0.5866551114388078,0.6166212082228417,0.6796116504854369,0.32608695652173914,0.7633136094674556,0.7166877388954163,0.956981299517573,0.5678943724946838,0.054861928817335065,0.48952590488140557,"[[140, 29, 37], [39, 60, 85], [43, 37, 258]]"
|
||||
A2,2026,0.3/sync,728,0.6181318681318682,0.5765709080925768,0.6056556585309397,0.6699029126213593,0.32065217391304346,0.7485207100591716,0.7361279726028442,0.9822160873112413,0.5463871640904605,0.05644599106776846,0.48836265415172453,"[[138, 25, 43], [41, 59, 84], [45, 40, 253]]"
|
||||
A2,2026,0.5/async,728,0.6208791208791209,0.58010410423835,0.608891653280439,0.6747572815533981,0.32608695652173914,0.7485207100591716,0.7538016438484192,1.0068007129090748,0.5366897490861782,0.05154888016673235,0.49370804232560106,"[[139, 28, 39], [38, 60, 86], [47, 38, 253]]"
|
||||
A0,42,clean,728,0.6332417582417582,0.6005902017498806,0.6262413842476287,0.6601941747572816,0.391304347826087,0.7485207100591716,0.7388291954994202,0.9693029732818638,0.562124647205282,0.06556737893721559,0.4808392591105,"[[136, 29, 41], [36, 72, 76], [40, 45, 253]]"
|
||||
A0,42,0.3/single,728,0.6236263736263736,0.5888908413440276,0.6163852145706838,0.6456310679611651,0.375,0.7455621301775148,0.7492563724517822,0.9828676156750611,0.5511321176600581,0.07208540978340003,0.4851634956154317,"[[133, 32, 41], [38, 69, 77], [40, 46, 252]]"
|
||||
A0,42,0.3/sync,728,0.6332417582417582,0.5998537730340369,0.6257638374760993,0.6650485436893204,0.3804347826086957,0.7514792899408284,0.7328237891197205,0.9607668159059466,0.5717466812686799,0.06894918662178648,0.4842632732471165,"[[137, 30, 39], [33, 70, 81], [38, 46, 254]]"
|
||||
A0,42,0.5/async,728,0.6153846153846154,0.5857678482129364,0.6110673763359311,0.6116504854368932,0.4076086956521739,0.7307692307692307,0.7569940686225891,1.0049833464310236,0.5255447319952614,0.09065396404200858,0.50563050688904,"[[126, 35, 45], [33, 75, 76], [38, 53, 247]]"
|
||||
A0,3407,clean,728,0.6304945054945055,0.5815229719895362,0.6130814521693473,0.6650485436893204,0.29347826086956524,0.7928994082840237,0.7553032040596008,0.988600336363093,0.5643504253877862,0.05127340407816918,0.4912078632285111,"[[137, 26, 43], [34, 54, 96], [38, 32, 268]]"
|
||||
A0,3407,0.3/single,728,0.6236263736263736,0.5758998206049569,0.6074895301274502,0.6504854368932039,0.29891304347826086,0.7840236686390533,0.7668519020080566,1.0017027662968871,0.5523968179097821,0.059125629632355105,0.49621473228769825,"[[134, 28, 44], [35, 55, 94], [40, 33, 265]]"
|
||||
A0,3407,0.3/sync,728,0.6236263736263736,0.5738517541932175,0.605903854001415,0.6456310679611651,0.28804347826086957,0.7928994082840237,0.7684562802314758,1.0050549892545562,0.5519642350665539,0.058224725854265844,0.4958429995553547,"[[133, 27, 46], [33, 53, 98], [38, 32, 268]]"
|
||||
A0,3407,0.5/async,728,0.6085164835164835,0.5609491645007497,0.5934260049943364,0.6407766990291263,0.2826086956521739,0.7662721893491125,0.7826608419418335,1.0209032670544125,0.5338015748479703,0.06825421897919624,0.5073254368313944,"[[132, 30, 44], [36, 52, 96], [37, 42, 259]]"
|
||||
A0,2026,clean,728,0.6346153846153846,0.5961646882247077,0.6233602334500735,0.6699029126213593,0.3532608695652174,0.7662721893491125,0.7244914770126343,0.955579349233292,0.5685809500950637,0.08596846878856094,0.47927697877804576,"[[138, 26, 42], [35, 65, 84], [43, 36, 259]]"
|
||||
A0,2026,0.3/single,728,0.6401098901098901,0.603012025073843,0.6295895675371275,0.6844660194174758,0.3641304347826087,0.7633136094674556,0.7207360863685608,0.9537059076798811,0.5727068007267155,0.0647225177713803,0.48301675191756877,"[[141, 24, 41], [38, 67, 79], [43, 37, 258]]"
|
||||
A0,2026,0.3/sync,728,0.6456043956043956,0.6079736947665989,0.6341523433991616,0.6941747572815534,0.358695652173913,0.772189349112426,0.7178493738174438,0.9494721188321144,0.5769180528124085,0.06139372870489791,0.48323707061176496,"[[143, 22, 41], [35, 66, 83], [39, 38, 261]]"
|
||||
A0,2026,0.5/async,728,0.6332417582417582,0.5924073941042715,0.6205166502324748,0.6796116504854369,0.33695652173913043,0.7662721893491125,0.7428033947944641,0.9829663688401618,0.548442002647398,0.0725752183205479,0.49289097002792437,"[[140, 24, 42], [38, 62, 84], [44, 35, 259]]"
|
||||
A1,42,clean,728,0.6318681318681318,0.5976155859681986,0.6240329563624338,0.6456310679611651,0.3858695652173913,0.757396449704142,0.7513147592544556,0.9867135984840534,0.5489113974730714,0.06530197570612144,0.4828613310876418,"[[133, 28, 45], [37, 71, 76], [38, 44, 256]]"
|
||||
A1,42,0.3/single,728,0.6277472527472527,0.5927371688816955,0.620491766811745,0.6407766990291263,0.3804347826086957,0.7544378698224852,0.7459523677825928,0.9760576392746024,0.5591260630455109,0.06704180270105928,0.4854576280377746,"[[132, 32, 42], [38, 70, 76], [37, 46, 255]]"
|
||||
A1,42,0.3/sync,728,0.6291208791208791,0.5958965204858636,0.6218982823922549,0.6456310679611651,0.3858695652173913,0.7514792899408284,0.7439201474189758,0.9744909669429062,0.5612386243263073,0.06250858585258108,0.48531575286705186,"[[133, 29, 44], [35, 71, 78], [37, 47, 254]]"
|
||||
A1,42,0.5/async,728,0.6167582417582418,0.5835181517520341,0.6111776740709237,0.6213592233009708,0.3858695652173913,0.7396449704142012,0.7576396465301514,0.9993765496867596,0.5397764795519397,0.07323582404917414,0.5023887676099251,"[[128, 34, 44], [39, 71, 74], [36, 52, 250]]"
|
||||
A1,3407,clean,728,0.625,0.5734237019271775,0.6059786308264375,0.6650485436893204,0.27717391304347827,0.7899408284023669,0.7611590623855591,0.9924144335166497,0.5581560904867054,0.05864878878979892,0.49468152610331395,"[[137, 26, 43], [35, 51, 98], [41, 30, 267]]"
|
||||
A1,3407,0.3/single,728,0.6195054945054945,0.5706919406294965,0.6020272206872181,0.6650485436893204,0.2826086956521739,0.7751479289940828,0.7671007513999939,1.000058112840105,0.5526597368930628,0.05716114495318014,0.4993243810539998,"[[137, 24, 45], [36, 52, 96], [41, 35, 262]]"
|
||||
A1,3407,0.3/sync,728,0.625,0.5757783819568977,0.6072222871322772,0.6456310679611651,0.29347826086956524,0.7928994082840237,0.7695463299751282,1.0074691779105192,0.5466886604088752,0.050660333053751304,0.499590827172348,"[[133, 24, 49], [35, 54, 95], [39, 31, 268]]"
|
||||
A1,3407,0.5/async,728,0.6085164835164835,0.5596123047434854,0.5918756018694687,0.6456310679611651,0.27717391304347827,0.7662721893491125,0.8012722134590149,1.0464899863918178,0.5191583869603609,0.06363468428889474,0.5075996316834855,"[[133, 27, 46], [37, 51, 96], [41, 38, 259]]"
|
||||
A1,2026,clean,728,0.6346153846153846,0.5978193866543381,0.6236568563198245,0.6844660194174758,0.3532608695652174,0.757396449704142,0.7203750610351562,0.9624604353266122,0.5596707015435759,0.073771740013099,0.48154312472471583,"[[141, 22, 43], [35, 65, 84], [41, 41, 256]]"
|
||||
A1,2026,0.3/single,728,0.6318681318681318,0.5961256077875378,0.6219257839043567,0.6844660194174758,0.358695652173913,0.7485207100591716,0.7228792905807495,0.9663340684213131,0.5575095622627767,0.0685062573015035,0.485865287088198,"[[141, 24, 41], [36, 66, 82], [43, 42, 253]]"
|
||||
A1,2026,0.3/sync,728,0.6304945054945055,0.5870519949078638,0.6161121152596842,0.6893203883495146,0.31521739130434784,0.7662721893491125,0.7307252883911133,0.9679346652799508,0.5608377225053431,0.06163566850207666,0.4837837582487823,"[[142, 21, 43], [40, 58, 86], [40, 39, 259]]"
|
||||
A1,2026,0.5/async,728,0.6304945054945055,0.5870519949078638,0.6161121152596842,0.6893203883495146,0.31521739130434784,0.7662721893491125,0.7432442307472229,0.984665903370931,0.5527362773553806,0.06455663018501721,0.49179630096473753,"[[142, 23, 41], [38, 58, 88], [42, 37, 259]]"
|
||||
|
@@ -0,0 +1,4 @@
|
||||
method,seed_losses,mean_validation_selection_loss,std_validation_selection_loss,seeds,validation_only_selection
|
||||
A0,"[0.8643234267339601, 0.8756466648735842, 0.8574190991265433]",0.8657963969113626,0.009202622948013908,3,True
|
||||
A1,"[0.8649765662439577, 0.8810990981675766, 0.8557776766163963]",0.8672844470093102,0.012817501026466038,3,True
|
||||
A2,"[0.8634063961741689, 0.880271397449158, 0.862087192279952]",0.8685883286344263,0.010139311979910028,3,True
|
||||
|
@@ -0,0 +1,729 @@
|
||||
sample_id,source_video_id,method,target_class,runner_up_class,analytic_T,analytic_A,analytic_V,exact_T,exact_A,exact_V,max_abs_error,all_modalities_pass
|
||||
-UacrmKiTn4$_$7,-UacrmKiTn4,A0,2,1,1.4812235832214355,0.14072522521018982,0.1228746622800827,1.4812235739082096,0.14072520099580288,0.12287467531859875,2.421438694000244e-08,True
|
||||
-qDkUB0GgYY$_$5,-qDkUB0GgYY,A0,2,1,0.2648262083530426,0.40399691462516785,0.5185861587524414,0.26482619655628997,0.40399693263073755,0.5185861469556887,1.8005569701884383e-08,True
|
||||
0utROiKxejc$_$1,0utROiKxejc,A0,2,1,1.4478869438171387,0.4393235445022583,-0.34001538157463074,1.447887133186062,0.4393235587825377,-0.3400153821955124,1.8936892343113243e-07,True
|
||||
0utROiKxejc$_$4,0utROiKxejc,A0,0,1,2.8637032508850098,0.22525572776794434,0.022639289498329163,2.8637032274467247,0.2252557266814013,0.02263940017049511,1.1067216594898288e-07,True
|
||||
0y022OlZ3W0$_$3,0y022OlZ3W0,A0,2,1,1.9241987466812134,0.3761095404624939,0.028816141188144684,1.924198736126224,0.3761095448086659,0.02881616416076819,2.297262350486884e-08,True
|
||||
0y022OlZ3W0$_$5,0y022OlZ3W0,A0,0,1,2.2345879077911377,0.029201596975326538,-0.11795365810394287,2.2345879240892828,0.02920167287811637,-0.11795361945405602,7.59027898311615e-08,True
|
||||
0y022OlZ3W0$_$8,0y022OlZ3W0,A0,2,1,0.09192013740539551,0.25883641839027405,-0.11567655205726624,0.09192028703788915,0.2588364413628975,-0.11567655143638451,1.4963249364563502e-07,True
|
||||
101787$_$11,101787,A0,1,0,0.01983979344367981,-0.02679721638560295,0.045121777802705765,0.019839772799362738,-0.02679721281553308,0.04512177578484018,2.064431707179959e-08,True
|
||||
101787$_$13,101787,A0,0,2,1.2366654872894287,0.024934206157922745,-0.18098962306976318,1.2366653755307198,0.024934212677180767,-0.18098968267440796,1.1175870895385742e-07,True
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||||
101787$_$1,101787,A0,1,0,0.5004634857177734,-0.0013673510402441025,0.07906004786491394,0.500463349589457,-0.0013673865857223668,0.07906004957233866,1.361283163969773e-07,True
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||||
101787$_$5,101787,A0,0,2,1.924673318862915,0.0391925647854805,-0.08277498930692673,1.9246732896814742,0.03919248810658852,-0.08277502966423829,7.667889197898736e-08,True
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||||
101787$_$7,101787,A0,2,1,1.7382313013076782,0.11200575530529022,-0.033609483391046524,1.7382314037531614,0.11200575344264506,-0.0336094219237566,1.0244548320770264e-07,True
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||||
101787$_$9,101787,A0,1,0,0.3820660412311554,-0.0026791421696543694,0.10346638411283493,0.38206607297373313,-0.0026791772494713464,0.1034663562507679,3.5079816977038464e-08,True
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||||
102408$_$2,102408,A0,0,1,0.6554427742958069,-0.1044575497508049,0.007866591215133667,0.6554428241215646,-0.10445757070556283,0.007866626139730213,4.98257577419281e-08,True
|
||||
102408$_$5,102408,A0,2,0,0.17171448469161987,0.2835612893104553,0.649298906326294,0.17171439435333014,0.2835612138733268,0.6492988457903266,9.033828973770142e-08,True
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||||
102408$_$9,102408,A0,0,2,3.3981478214263916,-0.19680029153823853,-0.7322655916213989,3.3981479912375407,-0.19680013662825024,-0.7322656304265062,1.6981114914216278e-07,True
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||||
102858$_$20,102858,A0,0,2,1.199166178703308,-0.1440449059009552,-0.18291866779327393,1.1991661970193186,-0.14404492483784753,-0.18291864947726327,1.8936892332011013e-08,True
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||||
102858$_$21,102858,A0,0,1,1.7673654556274414,-0.022725723683834076,-0.11126449704170227,1.7673655805798865,-0.02272570862745245,-0.11126448384796579,1.2495244505750236e-07,True
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||||
102858$_$1,102858,A0,2,1,0.0742788314819336,0.041679587215185165,0.09090215712785721,0.07427883831163246,0.04167959404488404,0.09090219375987847,3.663202126358289e-08,True
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||||
102858$_$0,102858,A0,2,1,1.6770710945129395,-0.13133016228675842,-0.06234259530901909,1.6770710119356709,-0.1313302038858334,-0.06234261455635229,8.25772685786319e-08,True
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||||
102858$_$4,102858,A0,2,1,1.2110573053359985,0.09134194254875183,0.011343911290168762,1.2110573121656971,0.09134200525780518,0.011343910669287045,6.270905335281629e-08,True
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||||
102858$_$6,102858,A0,0,1,0.14590781927108765,0.017931390553712845,-0.10630421340465546,0.14590783463791013,0.017931397538632154,-0.10630418313667177,3.026798368888084e-08,True
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||||
102858$_$10,102858,A0,2,1,2.1235098838806152,0.001503311563283205,-0.009503897279500961,2.123510010074824,0.0015032636001706123,-0.009504007641226052,1.2619420886039734e-07,True
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||||
102858$_$17,102858,A0,1,0,0.006479233503341675,0.07970695197582245,0.12011078000068665,0.006479228381067513,0.07970697293058038,0.1201107525266707,2.7474015951156616e-08,True
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||||
102858$_$19,102858,A0,1,2,0.20764073729515076,0.03506441414356232,-0.027178596705198288,0.20764081676801044,0.0350644097973903,-0.02717858056227366,7.947285968201712e-08,True
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||||
112433$_$10,112433,A0,1,2,1.320024013519287,0.026307445019483566,0.41527897119522095,1.32002384463946,0.02630743446449438,0.41527899603048957,1.688798270116365e-07,True
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||||
112433$_$3,112433,A0,0,1,1.5377061367034912,-0.1069369986653328,-0.2423342913389206,1.5377060337923463,-0.10693695256486535,-0.24233426013961434,1.0291114493909959e-07,True
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||||
112433$_$7,112433,A0,0,2,0.859173059463501,-0.14979928731918335,-0.2641657292842865,0.8591728915149967,-0.14979932115723688,-0.26416568861653406,1.6794850432599873e-07,True
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||||
112433$_$6,112433,A0,0,2,2.1104114055633545,-0.18617913126945496,-0.10697098076343536,2.110411505835751,-0.18617918745925027,-0.10697099224974711,1.0027239660814757e-07,True
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||||
117tQqLjza4$_$6,117tQqLjza4,A0,2,1,0.9553161859512329,0.40906691551208496,0.46029555797576904,0.9553162834296622,0.4090668937812248,0.46029547664026416,9.747842932839035e-08,True
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||||
11j7EfglCAs$_$2,11j7EfglCAs,A0,2,1,0.1592147946357727,-0.15583536028862,0.11159904301166534,0.15921474434435368,-0.1558353379368782,0.11159902065992355,5.029141902923584e-08,True
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||||
121128$_$10,121128,A0,2,0,1.2802014350891113,0.14131149649620056,0.28747665882110596,1.2802011460686722,0.14131146079550186,0.2874766678238908,2.8902043913703324e-07,True
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||||
121128$_$1,121128,A0,1,2,0.7521663904190063,-0.2614456117153168,-0.28546008467674255,0.7521664270510275,-0.26144561978677905,-0.2854601672540108,8.2577268245565e-08,True
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||||
121128$_$0,121128,A0,1,2,1.0111042261123657,-0.36051711440086365,-0.175022155046463,1.0111042453596988,-0.36051703554888564,-0.1750220985462268,7.885197800261423e-08,True
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||||
121128$_$5,121128,A0,2,1,1.6932706832885742,0.3211635947227478,0.3030577003955841,1.6932708652069168,0.3211634786178668,0.3030576587965091,1.81918342612164e-07,True
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||||
125344$_$0,125344,A0,0,2,1.7876125574111938,0.04492860659956932,-0.325030118227005,1.7876123546933131,0.044928631124397114,-0.32503009742746747,2.0271788070402863e-07,True
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||||
125676$_$0,125676,A0,2,1,1.1040997505187988,0.189078226685524,0.3465496301651001,1.1040999423712492,0.18907823972404,0.34654964320361614,1.9185245037078857e-07,True
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||||
125676$_$4,125676,A0,2,1,2.1529417037963867,0.2234681397676468,0.3543277084827423,2.152942355101307,0.22346809816857177,0.3543277041365703,6.513049202183652e-07,True
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||||
128059$_$11,128059,A0,0,2,2.281646966934204,-0.3346974849700928,0.12762510776519775,2.2816468474144735,-0.33469739587356645,0.12762512608120838,1.1951973055701615e-07,True
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||||
128059$_$12,128059,A0,0,1,1.1333867311477661,0.004719138145446777,0.009903453290462494,1.1333868058087924,0.004719110360989967,0.00990348511065046,7.466102625031112e-08,True
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||||
128059$_$2,128059,A0,0,2,1.006791353225708,-0.35945290327072144,0.32121583819389343,1.0067913491899767,-0.3594529371087749,0.32121583415816224,3.383805347034752e-08,True
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||||
128059$_$7,128059,A0,1,0,0.2317000925540924,0.009067371487617493,0.009888961911201477,0.23170009488239882,0.009067360777407885,0.009888988453894854,2.6542693376541138e-08,True
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||||
128059$_$6,128059,A0,0,2,1.3281450271606445,-0.34900766611099243,0.23178482055664062,1.3281450007731714,-0.34900767759730417,0.23178478671858704,3.383805358136982e-08,True
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||||
128059$_$9,128059,A0,0,1,1.5964213609695435,0.014891743659973145,-0.11346717178821564,1.59642118976141,0.014891736364612976,-0.11346717535828549,1.712081334481752e-07,True
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||||
128763$_$12,128763,A0,2,0,0.09514051675796509,0.13130469620227814,-0.026350876316428185,0.09514051396399736,0.13130469713360068,-0.026350871659815304,4.6566128800162865e-09,True
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||||
128763$_$3,128763,A0,0,1,2.946399688720703,0.0022264309227466583,-0.0925353392958641,2.9463991480879486,0.0022263540886342525,-0.0925353323109448,5.406327545642853e-07,True
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||||
128763$_$2,128763,A0,1,0,1.1749540567398071,0.019182713702321053,0.04471062123775482,1.1749538374133408,0.019182632211595774,0.04471056582406163,2.193264663219452e-07,True
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||||
128763$_$5,128763,A0,1,0,1.4435309171676636,-0.02775881625711918,-0.03409411758184433,1.4435310020732381,-0.027758802132060126,-0.03409407737975319,8.490557457108139e-08,True
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||||
128763$_$7,128763,A0,0,1,1.9865214824676514,0.03189442679286003,-0.05614247918128967,1.9865214264330762,0.03189437914018829,-0.0561424644353489,5.6034575202090764e-08,True
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||||
128763$_$8,128763,A0,0,1,1.2680015563964844,0.03520040214061737,-0.0664825588464737,1.2680015590352314,0.035200419680525855,-0.06648262698824206,6.814176836678065e-08,True
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||||
130456$_$11,130456,A0,0,2,2.2384438514709473,0.030275439843535423,-0.10279077291488647,2.2384440846120315,0.030275596616168812,-0.10279073348889747,2.3314108421601532e-07,True
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||||
130456$_$3,130456,A0,0,2,0.8133298754692078,-0.0013909656554460526,-0.3887554109096527,0.8133298711230357,-0.0013909821088115373,-0.3887554003546635,1.6453365484728893e-08,True
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||||
130456$_$5,130456,A0,0,2,2.5128531455993652,-0.059217337518930435,-0.17441990971565247,2.5128534010921912,-0.059217312994102635,-0.17441992989430824,2.554928260067868e-07,True
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||||
130456$_$4,130456,A0,1,0,0.22985126078128815,0.056854456663131714,0.12761858105659485,0.229851264351358,0.056854490035523966,0.1276186069784065,3.337239225242872e-08,True
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||||
130456$_$7,130456,A0,0,1,2.101766586303711,-0.004323985427618027,-0.20582619309425354,2.1017666995370137,-0.004323928306500116,-0.20582620652082062,1.1323330273427246e-07,True
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||||
130456$_$6,130456,A0,0,1,1.5765823125839233,-0.02610122784972191,-0.11344073712825775,1.5765821097108224,-0.026101164364566404,-0.11344075373684365,2.0287310098510147e-07,True
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||||
188343$_$13,188343,A0,0,2,1.271118402481079,0.06751028448343277,-0.10513348877429962,1.2711184667423368,0.0675102612003684,-0.10513350460678338,6.426125764846802e-08,True
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||||
188343$_$12,188343,A0,0,1,3.780139923095703,0.1871384084224701,0.009452249854803085,3.7801400207293527,0.18713849115495879,0.009452174262454111,9.763364960946319e-08,True
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||||
188343$_$5,188343,A0,0,1,0.7189764380455017,0.040921349078416824,-0.0016984492540359497,0.7189764214369158,0.04092137344802419,-0.001698478901137908,2.9647101958303612e-08,True
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||||
188343$_$9,188343,A0,0,2,0.4674795866012573,0.031073376536369324,-0.08014698326587677,0.4674796247854829,0.03107339981943369,-0.080146967433393,3.818422555923462e-08,True
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||||
188343$_$8,188343,A0,0,1,2.845857620239258,0.1777801513671875,-0.020632820203900337,2.8458572888436415,0.177780214852343,-0.020632851713647444,3.313956162820375e-07,True
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||||
1HK7Nea0PFo$_$1,1HK7Nea0PFo,A0,0,2,1.8581081628799438,-0.09965440630912781,-0.17878185212612152,1.858108134008944,-0.09965438302606343,-0.17878190334886312,5.122274160385132e-08,True
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||||
216097$_$1,216097,A0,0,1,1.216938853263855,-0.07893452793359756,0.2341776192188263,1.2169388261002798,-0.07893457372362414,0.23417762185757357,4.579002657600917e-08,True
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||||
216097$_$2,216097,A0,1,2,0.9712803363800049,-0.0005044601857662201,-0.18962907791137695,0.9712803090612092,-0.0005044409384330113,-0.18962903817494708,3.9736429868764134e-08,True
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||||
216097$_$5,216097,A0,2,1,-0.38696759939193726,0.03531627729535103,0.3714844286441803,-0.38696757269402343,0.03531625928978124,0.3714844255397717,2.6697913824147435e-08,True
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||||
216097$_$4,216097,A0,0,1,1.9134470224380493,-0.055361393839120865,0.1600668728351593,1.9134468679937222,-0.055361363881578037,0.1600668338748316,1.544443271050966e-07,True
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||||
216097$_$7,216097,A0,2,1,1.3995392322540283,-0.011686958372592926,0.4220355749130249,1.399539327248931,-0.011686982586979866,0.4220355357974767,9.499490261077881e-08,True
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||||
216097$_$8,216097,A0,0,1,3.121431827545166,-0.0715959295630455,0.12297432124614716,3.1214317308428385,-0.07159592195724447,0.12297436983014146,9.670232747893692e-08,True
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||||
223431$_$11,223431,A0,0,1,2.4305059909820557,-0.12387018650770187,0.15988770127296448,2.43050579369689,-0.12387028507267435,0.15988776289547482,1.972851655374086e-07,True
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241629$_$3,241629,A0,2,0,0.21367886662483215,0.024503715336322784,0.17218360304832458,0.21367891101787484,0.024503668459753193,0.17218361018846431,4.687656959129205e-08,True
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241629$_$5,241629,A0,0,1,1.1274921894073486,-0.08648166060447693,0.12536391615867615,1.1274923311236003,-0.08648167907570799,0.12536389396215478,1.4171625162262558e-07,True
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243646$_$9,243646,A0,1,2,1.8695740699768066,0.020115051418542862,0.08177720010280609,1.8695740550756452,0.020115049555897713,0.08177708461880684,1.1548399925231934e-07,True
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247318$_$1,247318,A0,1,2,0.015398859977722168,0.012892666272819042,0.4323572814464569,0.01539883017539978,0.01289268396794796,0.43235738575458527,1.043081283569336e-07,True
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247318$_$3,247318,A0,1,0,0.05751791596412659,0.0017156433314085007,0.0442223995923996,0.057517924811691046,0.0017156382091343403,0.04422232648357749,7.310882210731506e-08,True
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247318$_$2,247318,A0,1,2,-0.13344570994377136,-0.08070435374975204,0.2796308100223541,-0.13344567579527694,-0.08070434940358003,0.2796307994673649,3.414849442107126e-08,True
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247318$_$5,247318,A0,2,0,0.3592785894870758,0.007463602349162102,-0.29923170804977417,0.35927866244067747,0.007463611972828706,-0.29923169470081723,7.295360165970877e-08,True
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247318$_$7,247318,A0,0,1,3.207279682159424,0.020382113754749298,-0.0870848000049591,3.207279587319741,0.020382136261711516,-0.08708478308593233,9.483968277379518e-08,True
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247318$_$6,247318,A0,1,2,0.8204320669174194,-0.10776427388191223,0.23233646154403687,0.8204320315271616,-0.10776430554687977,0.23233650438487527,4.2840838404556436e-08,True
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252998$_$4,252998,A0,0,1,1.4927489757537842,-0.01085519790649414,0.25350257754325867,1.4927488331062098,-0.010855198993037144,0.25350261370961863,1.4264757441928566e-07,True
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252998$_$7,252998,A0,0,2,1.3088428974151611,-0.15850761532783508,-0.013621017336845398,1.3088429231817522,-0.1585076566164692,-0.013621058625479538,4.128863414012973e-08,True
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252998$_$8,252998,A0,1,0,0.465458482503891,0.017335088923573494,-0.20627126097679138,0.46545846248045564,0.017335100565105677,-0.20627120649442074,5.448237064276107e-08,True
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257247$_$2,257247,A0,1,2,0.48371899127960205,0.011608008295297623,0.4363686442375183,0.48371899562577403,0.011608016366759935,0.43636869328717387,4.904965555940777e-08,True
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258654$_$3,258654,A0,0,2,1.7229244709014893,-0.21159781515598297,-0.25610947608947754,1.7229243501399951,-0.21159776455412307,-0.2561095223451654,1.2076149413786652e-07,True
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258654$_$4,258654,A0,1,2,0.7254964709281921,-0.15544472634792328,-0.10105931758880615,0.725496503834923,-0.1554446934411923,-0.10105936291317144,4.532436528870143e-08,True
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266791$_$20,266791,A0,0,1,0.25133877992630005,-0.028860311955213547,0.12620823085308075,0.2513387499687572,-0.028860318629691996,0.1262082455990215,2.995754283530161e-08,True
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266791$_$21,266791,A0,0,1,2.1021623611450195,-0.035852838307619095,0.15556278824806213,2.1021621340575316,-0.03585287168001135,0.15556269154573477,2.2708748792510391e-07,True
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266791$_$23,266791,A0,2,1,1.21851646900177,0.07247783243656158,-0.49904850125312805,1.2185165553043285,0.07247775855163732,-0.4990485043575366,8.63025584330046e-08,True
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266791$_$29,266791,A0,1,2,0.7975618243217468,-0.03954564779996872,0.3371468484401703,0.7975616498539844,-0.039545658354957894,0.33714688258866465,1.7446776245932938e-07,True
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266791$_$3,266791,A0,1,0,0.22173982858657837,0.057263851165771484,-0.03601784259080887,0.22173975392555195,0.05726379885648687,-0.036017839020739,7.466102641684458e-08,True
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266791$_$5,266791,A0,0,1,2.0925261974334717,-0.017042556777596474,0.10735131055116653,2.092526353119562,-0.017042474665989477,0.10735132467622557,1.5568609024185776e-07,True
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266791$_$4,266791,A0,0,1,0.6983136534690857,-0.04932142049074173,0.13669738173484802,0.69831370205308,-0.049321446412553385,0.13669737816477814,4.858399427210003e-08,True
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266791$_$6,266791,A0,1,0,1.7427713871002197,0.023086924105882645,-0.05516640841960907,1.7427711873315275,0.0230870028026402,-0.05516636231914162,1.9976869225502014e-07,True
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266791$_$8,266791,A0,1,0,0.10067629814147949,0.010002221912145615,-0.09127113223075867,0.10067632157976428,0.010002222998688616,-0.09127113486950596,2.3438284785237684e-08,True
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266791$_$11,266791,A0,0,2,0.5723692178726196,-0.01852589100599289,0.5894673466682434,0.5723691399519641,-0.018525873931745686,0.5894673879568775,7.79206554835099e-08,True
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266791$_$14,266791,A0,0,2,0.06794723868370056,0.01767110824584961,0.46089863777160645,0.0679472895960013,0.01767108372102181,0.4608986290792624,5.09123007363943e-08,True
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270254$_$8,270254,A0,0,1,2.861766815185547,0.1734744757413864,-0.07200431823730469,2.861766869978358,0.1734744485778113,-0.07200440873081485,9.049351015755214e-08,True
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270254$_$11,270254,A0,1,2,0.22503525018692017,-0.16576507687568665,0.027086447924375534,0.22503519989550114,-0.1657650973647833,0.027086423709988594,5.029141902923584e-08,True
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270254$_$16,270254,A0,0,1,0.9207881689071655,0.21674880385398865,-0.26201510429382324,0.9207881504359344,0.21674878538275758,-0.2620151153144737,1.8471231100214425e-08,True
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272624$_$12,272624,A0,0,1,1.5919857025146484,-0.17651823163032532,-0.13859236240386963,1.591985669142256,-0.17651822774981457,-0.1385923212704559,4.113341373068735e-08,True
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272624$_$16,272624,A0,0,2,0.9703264236450195,-0.3382411003112793,0.03777184337377548,0.9703264084334174,-0.33824102611591417,0.037771809535721936,7.419536512953684e-08,True
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272624$_$18,272624,A0,1,2,0.07945194840431213,-0.1629878580570221,0.3495750427246094,0.07945198503633338,-0.1629878437767426,0.3495750868072112,4.408260184662893e-08,True
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272624$_$2,272624,A0,1,2,0.49181604385375977,-0.24633029103279114,0.4453642964363098,0.491816080485781,-0.24633030655483404,0.4453642511119445,4.5324365316457005e-08,True
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272624$_$6,272624,A0,1,0,-0.3448682427406311,0.15446653962135315,0.19607874751091003,-0.3448682391705612,0.1544665282902618,0.1960787138280769,3.3682833133763523e-08,True
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272624$_$9,272624,A0,0,2,0.885810911655426,-0.3715335726737976,0.18965372443199158,0.8858108107621471,-0.3715334947531421,0.1896537054950992,1.0089327895368427e-07,True
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272624$_$8,272624,A0,0,1,2.4901976585388184,-0.18726029992103577,-0.13793852925300598,2.490197587913523,-0.18726019918297726,-0.13793851792191464,1.0073805850607798e-07,True
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273539$_$2,273539,A0,1,2,1.1767455339431763,-0.055604029446840286,-0.035209789872169495,1.1767453718930483,-0.05560402758419514,-0.03520979918539524,1.6205012798309326e-07,True
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273539$_$9,273539,A0,0,2,1.7849022150039673,-0.018273262307047844,-0.011509232223033905,1.7849021805450318,-0.01827330607920885,-0.011509205214679241,4.377216100692749e-08,True
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290546$_$3,290546,A0,0,2,0.8762486577033997,-0.2977330684661865,0.2977526783943176,0.8762486685688295,-0.29773305760075647,0.29775264455626405,3.383805358136982e-08,True
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290546$_$5,290546,A0,0,1,1.6778204441070557,0.25273704528808594,-0.021452859044075012,1.6778204256358245,0.252737116223822,-0.021452855163564283,7.093573606287151e-08,True
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290546$_$7,290546,A0,0,2,0.6917958855628967,-0.29825329780578613,0.3259298503398895,0.6917959162965417,-0.29825333412736654,0.3259298140183091,3.632158041000366e-08,True
|
||||
290546$_$6,290546,A0,0,1,0.911697506904602,0.18400195240974426,-0.007520690560340881,0.9116975629391768,0.1840018966856102,-0.007520723932733138,5.6034574758001554e-08,True
|
||||
2S00zYaVrtc$_$10,2S00zYaVrtc,A0,0,2,0.924428403377533,-0.10309377312660217,0.279680460691452,0.9244284216935436,-0.1030938144152363,0.279680471556882,4.12886341227825e-08,True
|
||||
2S00zYaVrtc$_$12,2S00zYaVrtc,A0,2,1,3.1232616901397705,0.049180567264556885,-0.5083658695220947,3.123261825491984,0.04918045488496621,-0.5083659576872984,1.3535221343730086e-07,True
|
||||
2S00zYaVrtc$_$20,2S00zYaVrtc,A0,2,1,3.1304750442504883,0.04283734783530235,-0.3474700450897217,3.1304752553502713,0.042837326104442276,-0.3474699681003888,2.1109978298738952e-07,True
|
||||
2S00zYaVrtc$_$17,2S00zYaVrtc,A0,2,1,1.8826501369476318,0.17948395013809204,-0.5449334383010864,1.8826502542942758,0.17948393337428567,-0.5449334848672152,1.1734664395746108e-07,True
|
||||
2S00zYaVrtc$_$5,2S00zYaVrtc,A0,2,1,3.385258674621582,0.13712219893932343,-0.49001264572143555,3.3852583946039276,0.13712230635186035,-0.4900125234077374,2.8001765439711335e-07,True
|
||||
2S00zYaVrtc$_$4,2S00zYaVrtc,A0,2,1,2.1155996322631836,0.09346107393503189,-0.5209994316101074,2.1155997595439353,0.09346110435823599,-0.5209995129456122,1.2728075171608566e-07,True
|
||||
2Xt31_d0XEE$_$2,2Xt31_d0XEE,A0,2,1,2.7066495418548584,0.38641491532325745,0.6969833374023438,2.706649371112386,0.38641489359239733,0.6969833752761284,1.7074247260495667e-07,True
|
||||
31474$_$11,31474,A0,1,2,0.06349839270114899,-0.08319554477930069,0.2190726101398468,0.06349838462968667,-0.083195552850763,0.21907259461780387,1.5522042928761692e-08,True
|
||||
31474$_$14,31474,A0,0,2,0.5896282196044922,-0.0902523547410965,0.00915994867682457,0.5896281041204929,-0.090252336114645,0.009159992448985575,1.1548399925231934e-07,True
|
||||
31474$_$0,31474,A0,2,1,0.4483414888381958,0.2362218201160431,-0.27895769476890564,0.44834157141546405,0.23622177975873151,-0.27895768297215295,8.2577268245565e-08,True
|
||||
31474$_$3,31474,A0,1,0,0.4023362398147583,0.0244038887321949,0.0420636311173439,0.4023362222748498,0.024403886093447603,0.0420636433797578,1.7539908525598946e-08,True
|
||||
31474$_$6,31474,A0,0,1,4.05858039855957,-0.009882073849439621,-0.07145129144191742,4.058580234802017,-0.009882017814864714,-0.07145135461663206,1.6375755329534059e-07,True
|
||||
31474$_$9,31474,A0,0,1,1.659250020980835,-0.013915915042161942,-0.09714861214160919,1.6592501887741187,-0.013915881359328825,-0.09714861943696934,1.6779328371185898e-07,True
|
||||
31474$_$8,31474,A0,0,1,0.9006520509719849,-0.032009102404117584,-0.0919869914650917,0.9006520815504093,-0.03200909231478969,-0.09198697578782836,3.057842445919334e-08,True
|
||||
32681$_$1,32681,A0,0,1,1.4535105228424072,0.027122266590595245,-0.05783883482217789,1.4535103888871768,0.02712230027342836,-0.05783884211753805,1.3395523046355606e-07,True
|
||||
32681$_$3,32681,A0,0,1,2.945697546005249,0.08533105254173279,-0.07120560109615326,2.94569755733634,0.08533109181250134,-0.07120565495764215,5.3861488893969245e-08,True
|
||||
32681$_$5,32681,A0,0,1,3.198680877685547,0.06675243377685547,-0.09669134020805359,3.1986808480384443,0.06675244138265649,-0.09669148533915478,1.4513110119240835e-07,True
|
||||
32681$_$6,32681,A0,0,1,2.3526158332824707,0.0881802886724472,-0.027654260396957397,2.3526158346794546,0.08818025281652808,-0.027654258999973532,3.585591912269592e-08,True
|
||||
33170$_$1,33170,A0,0,1,0.46604806184768677,0.23193161189556122,-0.07117409259080887,0.46604807690406835,0.23193159714962042,-0.07117408871029814,1.5056381585942802e-08,True
|
||||
33170$_$3,33170,A0,0,2,0.9544767737388611,-0.05775542929768562,-0.09954056888818741,0.9544767287249366,-0.05775544078399737,-0.09954052822043497,4.501392447675556e-08,True
|
||||
33170$_$4,33170,A0,0,2,2.4370079040527344,-0.08962301909923553,-0.09944287687540054,2.4370080105339484,-0.089623072805504,-0.09944285980115333,1.0648121406831024e-07,True
|
||||
3MFNIag0wNE$_$12,3MFNIag0wNE,A0,0,2,0.73384690284729,-0.09062604606151581,0.13300186395645142,0.7338469087456663,-0.0906260178113977,0.1330018624042471,2.8250118105921374e-08,True
|
||||
3MFNIag0wNE$_$14,3MFNIag0wNE,A0,0,2,3.026639938354492,-0.006151575595140457,0.23491372168064117,3.026639748364687,-0.006151651032269001,0.2349138595163822,1.8998980522155762e-07,True
|
||||
3MFNIag0wNE$_$16,3MFNIag0wNE,A0,2,1,0.7328091859817505,0.11537015438079834,0.03040015697479248,0.7328090959539015,0.11537012395759423,0.030400152628620464,9.002784895351112e-08,True
|
||||
3MFNIag0wNE$_$7,3MFNIag0wNE,A0,0,2,-0.07212236523628235,-0.07360604405403137,0.20737546682357788,-0.07212247109661499,-0.07360605305681625,0.20737542056789,1.0586033263870753e-07,True
|
||||
3V2qm0rw920$_$11,3V2qm0rw920,A0,2,1,1.3539921045303345,0.4010924696922302,0.20661179721355438,1.3539921126017966,0.40109240325788653,0.2066117456803719,6.643434369291157e-08,True
|
||||
3V2qm0rw920$_$13,3V2qm0rw920,A0,2,1,3.3083105087280273,0.43696650862693787,0.15252383053302765,3.30831102343897,0.43696651669840014,0.15252385350565115,5.147109427561247e-07,True
|
||||
3V2qm0rw920$_$3,3V2qm0rw920,A0,2,1,1.5808742046356201,0.43339478969573975,0.13970811665058136,1.5808739891896644,0.4333948126683632,0.13970810982088247,2.1544595574241043e-07,True
|
||||
3j94B0pzSVs$_$12,3j94B0pzSVs,A0,2,1,2.5974485874176025,0.025624683126807213,0.11353844404220581,2.5974486116319895,0.02562472783029079,0.11353849805891511,5.401670929994218e-08,True
|
||||
3j94B0pzSVs$_$17,3j94B0pzSVs,A0,0,1,1.5005803108215332,-0.061603616923093796,-0.06643040478229523,1.5005802563391624,-0.061603641603142016,-0.06643043691292405,5.44823708370501e-08,True
|
||||
3j94B0pzSVs$_$1,3j94B0pzSVs,A0,2,1,0.6829952001571655,0.11157204210758209,0.14296427369117737,0.682995260382692,0.1115720501790444,0.14296427431205905,6.022552645479351e-08,True
|
||||
3j94B0pzSVs$_$0,3j94B0pzSVs,A0,1,2,0.4066392183303833,-0.046848807483911514,-0.13415013253688812,0.4066394461939732,-0.0468487919618686,-0.1341500834872325,2.2786358988557964e-07,True
|
||||
4cFeG2ydm9A$_$8,4cFeG2ydm9A,A0,2,1,2.410310983657837,0.1706143617630005,0.1282343566417694,2.410310862585902,0.17061450891196728,0.1282344739884138,1.471489667892456e-07,True
|
||||
4dV3slGSc60$_$10,4dV3slGSc60,A0,2,1,1.4972258806228638,0.0928497239947319,-0.09289250522851944,1.4972258837272723,0.09284974200030167,-0.09289254682759443,4.1599074990239515e-08,True
|
||||
4dV3slGSc60$_$12,4dV3slGSc60,A0,2,1,1.294015884399414,0.18705697357654572,-0.36084529757499695,1.2940159570425749,0.18705703876912594,-0.3608453068882227,7.264316082000732e-08,True
|
||||
4dV3slGSc60$_$22,4dV3slGSc60,A0,2,1,1.197246789932251,0.12819638848304749,-0.2341337651014328,1.1972469991693893,0.12819647106031576,-0.2341336899747451,2.0923713828224777e-07,True
|
||||
4dV3slGSc60$_$9,4dV3slGSc60,A0,2,1,1.6901406049728394,0.3789004683494568,0.3562006652355194,1.690140732253591,0.37890050622324145,0.3562007031093041,1.2728075171608566e-07,True
|
||||
4dV3slGSc60$_$8,4dV3slGSc60,A0,2,1,1.7569105625152588,0.3462713360786438,0.2986421287059784,1.7569105656196673,0.3462714136888583,0.2986420126010974,1.1610488098723337e-07,True
|
||||
50103$_$3,50103,A0,0,1,3.4702672958374023,-0.03530917689204216,0.13261622190475464,3.470267556142062,-0.035309160593897104,0.13261620653793216,2.6030465960502625e-07,True
|
||||
5B0PQx3Ep3k$_$5,5B0PQx3Ep3k,A0,2,1,2.420074701309204,0.3689851760864258,0.1471334844827652,2.4200748782604933,0.36898517422378063,0.14713340811431408,1.7695128917694092e-07,True
|
||||
5O1W39o56gg$_$1,5O1W39o56gg,A0,2,1,0.8429841995239258,0.11487658321857452,0.2527727782726288,0.8429841728260119,0.11487655652066071,0.25277278137703735,2.6697913879658586e-08,True
|
||||
5O1W39o56gg$_$2,5O1W39o56gg,A0,2,1,1.2565244436264038,0.17712175846099854,0.09744420647621155,1.25652462678651,0.17712181496123472,0.09744416984419027,1.8316010619301437e-07,True
|
||||
5O1W39o56gg$_$9,5O1W39o56gg,A0,2,1,2.1023643016815186,0.16498875617980957,0.31542301177978516,2.10236454817156,0.1649886748443047,0.3154230794558922,2.464900412668669e-07,True
|
||||
5i6AgQSjXO4$_$3,5i6AgQSjXO4,A0,2,1,0.6391630172729492,0.346726655960083,0.3792141079902649,0.6391630849490563,0.3467266342292229,0.37921411606172717,6.767610705171734e-08,True
|
||||
5i6AgQSjXO4$_$2,5i6AgQSjXO4,A0,2,1,1.0070478916168213,0.42670756578445435,0.3552858829498291,1.007047944391767,0.4267076185594002,0.3552858314166466,5.277494585786968e-08,True
|
||||
5i6AgQSjXO4$_$6,5i6AgQSjXO4,A0,1,2,1.240388035774231,-0.27736300230026245,0.1393355280160904,1.2403878836582103,-0.27736296070118743,0.13933556961516538,1.521160206685579e-07,True
|
||||
5kaCGzjYukM$_$0,5kaCGzjYukM,A0,2,1,0.4727787971496582,-0.060121871531009674,-0.33798110485076904,0.472778944298625,-0.06012188084423542,-0.33798106200993056,1.471489667892456e-07,True
|
||||
5kaCGzjYukM$_$3,5kaCGzjYukM,A0,0,1,0.05893725901842117,-0.004053342156112194,0.25665339827537537,0.05893720018987854,-0.0040533739763001595,0.2566534214032193,5.8828542634503656e-08,True
|
||||
5kaCGzjYukM$_$2,5kaCGzjYukM,A0,0,1,1.7844078540802002,-0.0306535717099905,0.21973060071468353,1.784407940537979,-0.030653585835049547,0.21973062011723715,8.645777871407745e-08,True
|
||||
5kaCGzjYukM$_$5,5kaCGzjYukM,A0,0,1,2.3079144954681396,0.0336952842772007,0.2596251666545868,2.307914282660931,0.03369527077302337,0.2596252220682799,2.1280720874372605e-07,True
|
||||
5kaCGzjYukM$_$7,5kaCGzjYukM,A0,2,1,2.022378444671631,-0.037342168390750885,-0.26289063692092896,2.0223785005509853,-0.03734211437404156,-0.26289059594273567,5.587935447692871e-08,True
|
||||
6KvG5VbLalY$_$9,6KvG5VbLalY,A0,2,1,0.7527642250061035,0.3908926844596863,0.13912159204483032,0.7527642132093508,0.39089271736641723,0.1391215653469165,3.290673095124319e-08,True
|
||||
6ZA8I83x-oY$_$0,6ZA8I83x-oY,A0,2,1,0.549949586391449,0.2552059292793274,0.032377321273088455,0.5499495659023523,0.25520590879023075,0.03237727843225002,4.284083843231201e-08,True
|
||||
6ZA8I83x-oY$_$2,6ZA8I83x-oY,A0,2,1,1.878592848777771,0.3855034112930298,0.5330291986465454,1.8785928071786957,0.38550348890324426,0.5330292762567599,7.761021447727501e-08,True
|
||||
6hFiTU77Sm0$_$1,6hFiTU77Sm0,A0,2,1,-0.024843666702508926,0.2649027705192566,0.28474071621894836,-0.02484373189508915,0.26490275748074055,0.28474067337810993,6.51925802230835e-08,True
|
||||
6hFiTU77Sm0$_$2,6hFiTU77Sm0,A0,2,1,-0.15377873182296753,0.27704888582229614,0.04713081195950508,-0.15377869643270967,0.277048883959651,0.04713076911866665,4.284083843231201e-08,True
|
||||
6uPGcKTpC4I$_$1,6uPGcKTpC4I,A0,2,1,0.810282289981842,0.2339279055595398,0.3190614581108093,0.8102823228885729,0.23392787886162597,0.31906150591870147,4.780789214509085e-08,True
|
||||
6uPGcKTpC4I$_$2,6uPGcKTpC4I,A0,2,1,1.2156453132629395,0.2475862205028534,0.3007704019546509,1.2156453412026167,0.2475862484425306,0.3007704894989729,8.754432201385498e-08,True
|
||||
6uPGcKTpC4I$_$6,6uPGcKTpC4I,A0,2,1,0.46541404724121094,0.24597205221652985,0.4530910551548004,0.465414114917318,0.24597198578218618,0.45309112283090747,6.767610705171734e-08,True
|
||||
70280$_$11,70280,A0,0,2,2.507798910140991,-0.16731694340705872,-0.0528576597571373,2.5077987695112824,-0.16731685306876898,-0.05285768862813711,1.4062970876693726e-07,True
|
||||
70280$_$3,70280,A0,0,1,1.528706669807434,0.041131436824798584,-0.12906348705291748,1.5287066811385253,0.04113144443059961,-0.12906346454595524,2.250696223837778e-08,True
|
||||
70280$_$4,70280,A0,2,1,0.7122594714164734,0.25810155272483826,-0.05363941937685013,0.712259476383527,0.2581015129884084,-0.05363941254715124,3.9736429868764134e-08,True
|
||||
70280$_$6,70280,A0,0,2,2.3371479511260986,-0.2243792712688446,-0.0649557039141655,2.337147836573422,-0.22437925171107054,-0.06495577748864889,1.1455267667770386e-07,True
|
||||
75RGHaxmUK8$_$3,75RGHaxmUK8,A0,2,1,1.1894571781158447,0.00505917938426137,0.059564992785453796,1.1894572113330164,0.005059196303288141,0.05956495522210995,3.7563343845137265e-08,True
|
||||
75RGHaxmUK8$_$5,75RGHaxmUK8,A0,1,2,1.081597089767456,-0.012007510289549828,-0.2018493115901947,1.0815970484788218,-0.012007491042216618,-0.20184927837302286,4.128863428931595e-08,True
|
||||
7_K3F-lAv1k$_$2,7_K3F-lAv1k,A0,2,1,1.1983661651611328,0.039268191903829575,0.06369639933109283,1.1983661086608965,0.03926820245881875,0.06369636890788873,5.65002362673539e-08,True
|
||||
7r4vRxKLFCA$_$6,7r4vRxKLFCA,A0,2,1,1.8658459186553955,0.4788821041584015,0.2373540848493576,1.8658458522210517,0.47888209732870257,0.23735407801965872,6.643434380393387e-08,True
|
||||
80566$_$1,80566,A0,2,1,0.655119001865387,-0.08018738031387329,0.12484575062990189,0.6551190099368492,-0.08018736479183038,0.12484577360252538,2.2972623497929945e-08,True
|
||||
80566$_$0,80566,A0,1,2,0.2573637068271637,-0.013667508028447628,-0.011643245816230774,0.25736376332739985,-0.013667508338888485,-0.011643267547090847,5.6500236156331596e-08,True
|
||||
80566$_$3,80566,A0,2,1,1.0572575330734253,-0.07171805948019028,-0.42933380603790283,1.0572575964033604,-0.07171806506812572,-0.4293338470160961,6.332993507385254e-08,True
|
||||
80566$_$2,80566,A0,2,1,1.4397073984146118,-0.07733868807554245,-0.26765668392181396,1.4397075679153204,-0.07733872719109058,-0.2676567081362009,1.695007085800171e-07,True
|
||||
80566$_$4,80566,A0,2,0,1.4879987239837646,0.0855291411280632,-0.049060553312301636,1.4879988242561617,0.08552911474059025,-0.04906057783712943,1.0027239705223678e-07,True
|
||||
80566$_$6,80566,A0,0,1,1.5066814422607422,-0.00885956920683384,0.03591182455420494,1.5066814656990268,-0.00885958115880688,0.03591182284678021,2.3438284646459806e-08,True
|
||||
80855$_$11,80855,A0,1,2,0.9653199315071106,-0.08945479989051819,0.4757029116153717,0.9653200302273035,-0.08945482783019543,0.4757030252367258,1.1362135410308838e-07,True
|
||||
80855$_$10,80855,A0,1,0,1.3489609956741333,-0.07760632038116455,-0.05522230267524719,1.3489607968367636,-0.07760629942640662,-0.05522231524810194,1.9883736968040466e-07,True
|
||||
80855$_$12,80855,A0,0,1,0.3342675566673279,-0.0036888110917061567,0.03210866451263428,0.33426767665271956,-0.003688794715950886,0.03210868764047821,1.1998539167779043e-07,True
|
||||
80855$_$15,80855,A0,2,0,0.7203107476234436,-0.03410733863711357,0.05817139893770218,0.7203108323737979,-0.03410733584314585,0.05817138683050871,8.475035429000854e-08,True
|
||||
80855$_$17,80855,A0,0,1,2.6184964179992676,0.1312548816204071,-0.09945230931043625,2.6184965789628523,0.13125494293247658,-0.0994523485812048,1.6096358468331573e-07,True
|
||||
80855$_$0,80855,A0,1,2,0.9948094487190247,0.0031233206391334534,0.6418133974075317,0.9948095151533682,0.003123305117090543,0.6418133744349082,6.643434358188927e-08,True
|
||||
80855$_$3,80855,A0,1,2,0.5939773321151733,-0.055384229868650436,0.06994405388832092,0.5939773314942915,-0.05538426029185453,0.06994413149853547,7.761021454666395e-08,True
|
||||
80855$_$2,80855,A0,0,1,-0.04694661498069763,0.08647964149713516,-0.03535380959510803,-0.04694656888023018,0.08647964289411902,-0.035353793296962976,4.610046745040508e-08,True
|
||||
80855$_$7,80855,A0,1,0,0.19653353095054626,-0.03106146864593029,0.008254721760749817,0.19653352024033666,-0.031061501707881686,0.00825470732524991,3.306195139538004e-08,True
|
||||
80855$_$20,80855,A0,1,0,0.5172027945518494,0.022394394502043724,-0.009489297866821289,0.5172027425530055,0.02239436206097404,-0.009489349865665037,5.1998843897393954e-08,True
|
||||
830KzUc6CbU$_$0,830KzUc6CbU,A0,1,2,0.3121826648712158,-0.025093741714954376,0.3141382336616516,0.3121827592452367,-0.025093738610545792,0.31413820882638294,9.437402087586477e-08,True
|
||||
830KzUc6CbU$_$13,830KzUc6CbU,A0,0,1,0.8801736831665039,-0.06725924462080002,0.004546269774436951,0.8801737075361112,-0.06725924632822473,0.004546236402044693,3.337239225763289e-08,True
|
||||
84140$_$0,84140,A0,2,0,0.23637191951274872,-0.2691810727119446,0.3654787242412567,0.23637190368026495,-0.26918104384094477,0.36547870840877295,2.8870999813079834e-08,True
|
||||
84140$_$5,84140,A0,0,1,1.7431068420410156,0.22594906389713287,5.237013101577759e-05,1.7431067974927523,0.22594898954654732,5.2418715010086686e-05,7.435058554938756e-08,True
|
||||
89835$_$1,89835,A0,2,1,0.28813934326171875,0.11569013446569443,0.09859752655029297,0.28813929048677284,0.11569016364713508,0.09859752220412094,5.277494591338083e-08,True
|
||||
89835$_$0,89835,A0,2,1,0.5151169896125793,0.06252902746200562,0.035152044147253036,0.5151170132060845,0.06252903615434964,0.03515203980108102,2.3593505149577254e-08,True
|
||||
89835$_$4,89835,A0,0,1,0.8038727641105652,0.03867442533373833,0.01260233111679554,0.8038727729581296,0.03867441928014159,0.012602297123521565,3.399327397519969e-08,True
|
||||
89835$_$7,89835,A0,0,2,3.23099422454834,-0.20881587266921997,-0.1731289178133011,3.230994225479662,-0.20881587173789737,-0.1731289168819785,9.313226023710541e-10,True
|
||||
8eaYvALnJ0o$_$1,8eaYvALnJ0o,A0,2,1,2.0793275833129883,0.061547137796878815,0.3748164176940918,2.0793274858345585,0.06154717070360978,0.3748163798203071,9.747842977247956e-08,True
|
||||
8eaYvALnJ0o$_$0,8eaYvALnJ0o,A0,2,1,2.2268614768981934,0.1829330027103424,0.09676824510097504,2.226861117407679,0.18293303810060024,0.09676831029355526,3.594905142456639e-07,True
|
||||
8x_nCOh6Wmc$_$6,8x_nCOh6Wmc,A0,2,0,1.3983389139175415,0.15585671365261078,0.34854111075401306,1.398338689468801,0.15585675742477176,0.34854110982269043,2.2444874048233032e-07,True
|
||||
96642$_$1,96642,A0,0,1,0.4140118658542633,0.10917788743972778,-0.20684854686260223,0.4140118399324516,0.1091779024961094,-0.2068485392568012,2.5921811697138253e-08,True
|
||||
96642$_$3,96642,A0,2,1,0.5538733601570129,0.08263026177883148,0.09794212132692337,0.5538732664038737,0.08263022763033707,0.09794213188191254,9.375313925197304e-08,True
|
||||
96642$_$2,96642,A0,1,2,0.493920236825943,-0.07190240174531937,0.1137603148818016,0.49392029456794256,-0.07190242223441601,0.11376029811799526,5.774199957064852e-08,True
|
||||
96642$_$4,96642,A0,0,1,3.449378728866577,0.13535156846046448,-0.08225409686565399,3.449379104034354,0.13535147610430914,-0.08225402530903617,3.751677768448758e-07,True
|
||||
99501$_$10,99501,A0,0,2,0.7376947402954102,-0.2004677951335907,0.2034396082162857,0.7376947399849693,-0.2004677898560961,0.20343966564784446,5.743155875870265e-08,True
|
||||
99501$_$13,99501,A0,0,1,2.730238914489746,-0.08139437437057495,-0.08446779102087021,2.7302386166217425,-0.08139448224877317,-0.08446767910694082,2.978680035958803e-07,True
|
||||
99501$_$1,99501,A0,2,1,0.2759612798690796,-0.026628747582435608,-0.24803082644939423,0.27596124944587547,-0.02662875192860762,-0.2480309164772431,9.00278488702444e-08,True
|
||||
99501$_$0,99501,A0,1,2,0.6096299886703491,0.17672722041606903,0.4079548418521881,0.6096298762907584,0.1767272421469291,0.40795486358304817,1.1237959074428261e-07,True
|
||||
99501$_$5,99501,A0,0,1,2.4463396072387695,-0.03935324028134346,-0.08956695348024368,2.4463398439499233,-0.039353221499671534,-0.08956699244057138,2.3671115378931518e-07,True
|
||||
99501$_$7,99501,A0,2,1,2.579589366912842,0.055283740162849426,-0.344806969165802,2.579589661831657,0.05528375568489233,-0.3448069424678882,2.949188151468718e-07,True
|
||||
9QI-9w_VdB4$_$0,9QI-9w_VdB4,A0,2,1,0.6013866662979126,0.21586894989013672,0.014357618987560272,0.6013867215563853,0.2158689231922229,0.014357592289646465,5.5258472686503524e-08,True
|
||||
AG5EY8ZaFj4$_$3,AG5EY8ZaFj4,A0,2,1,0.8954514265060425,0.17757034301757812,0.04753153398633003,0.8954513296484947,0.1775703951716423,0.047531524673104286,9.685754776000977e-08,True
|
||||
AG5EY8ZaFj4$_$15,AG5EY8ZaFj4,A0,2,1,1.023505449295044,0.10746277123689651,-0.18658685684204102,1.023505479718248,0.10746277930835882,-0.1865867891659339,6.767610710722849e-08,True
|
||||
Arh2TKRi_mg$_$15,Arh2TKRi_mg,A0,2,1,2.5284690856933594,0.33067208528518677,0.08225665241479874,2.5284691260506706,0.3306721703459819,0.08225660336514314,8.506079512970999e-08,True
|
||||
Arh2TKRi_mg$_$14,Arh2TKRi_mg,A0,2,1,1.6166000366210938,0.2482006698846817,0.16071151196956635,1.6166001440336306,0.2482005984832843,0.16071147037049133,1.0741253686497032e-07,True
|
||||
Arh2TKRi_mg$_$16,Arh2TKRi_mg,A0,2,1,0.9210277199745178,0.269013375043869,0.17952477931976318,0.9210277181118727,0.2690133433789014,0.17952477745711803,3.166496759243742e-08,True
|
||||
Arh2TKRi_mg$_$19,Arh2TKRi_mg,A0,2,1,1.1603087186813354,0.30091726779937744,0.1914745569229126,1.160308612510562,0.3009172212332487,0.19147458486258984,1.0617077350616455e-07,True
|
||||
Arh2TKRi_mg$_$32,Arh2TKRi_mg,A0,2,1,2.76547908782959,0.19875043630599976,0.41898679733276367,2.765478817746043,0.19875037483870983,0.4189869444817304,2.7008354663848877e-07,True
|
||||
Arh2TKRi_mg$_$28,Arh2TKRi_mg,A0,0,1,1.365420937538147,-0.020756453275680542,-0.06585343182086945,1.3654207712970674,-0.02075647423043847,-0.06585345650091767,1.6624107956886292e-07,True
|
||||
Arh2TKRi_mg$_$3,Arh2TKRi_mg,A0,2,1,0.5613175630569458,0.23215550184249878,0.1926819384098053,0.5613176878541707,0.2321554776281118,0.19268198125064373,1.2479722488745182e-07,True
|
||||
AxNy9TeTLq8$_$0,AxNy9TeTLq8,A0,2,1,2.3809032440185547,0.21840769052505493,0.34607601165771484,2.3809034060686827,0.2184076737612486,0.3460760395973921,1.6205012798309326e-07,True
|
||||
BSKAHXFYF_I$_$1,BSKAHXFYF_I,A0,1,2,1.3624463081359863,-0.11741310358047485,-0.14508509635925293,1.3624464192738135,-0.11741311165193716,-0.14508513423303762,1.1113782716343223e-07,True
|
||||
BSKAHXFYF_I$_$3,BSKAHXFYF_I,A0,2,1,0.14810407161712646,0.08367537707090378,-0.12691375613212585,0.14810408341387907,0.08367538141707578,-0.12691374061008293,1.5522042928761692e-08,True
|
||||
BSKAHXFYF_I$_$7,BSKAHXFYF_I,A0,1,2,0.44628122448921204,-0.08203578740358353,0.2153622806072235,0.44628120151658845,-0.08203583272794882,0.2153622427334388,4.532436528870143e-08,True
|
||||
BSKAHXFYF_I$_$8,BSKAHXFYF_I,A0,2,1,0.34644782543182373,0.11271032691001892,-0.16233116388320923,0.3464478732397158,0.1127103374650081,-0.16233119803170362,4.7807892089579695e-08,True
|
||||
Baz0VVQ-E9E$_$10,Baz0VVQ-E9E,A0,0,1,2.714975357055664,-0.058333586901426315,-0.008492812514305115,2.714975234897186,-0.058333602889130504,-0.008492755858848492,1.2215847799978974e-07,True
|
||||
Baz0VVQ-E9E$_$1,Baz0VVQ-E9E,A0,0,1,0.1729429066181183,0.02710827812552452,-0.15239466726779938,0.1729429291250805,0.02710830063248674,-0.15239463731025654,2.995754283530161e-08,True
|
||||
Baz0VVQ-E9E$_$5,Baz0VVQ-E9E,A0,0,1,1.9955003261566162,-0.12905573844909668,-0.10904385149478912,1.995500126387924,-0.12905582645907995,-0.10904380539432168,1.9976869225502014e-07,True
|
||||
Baz0VVQ-E9E$_$7,Baz0VVQ-E9E,A0,2,0,3.0768165588378906,0.12218235433101654,-0.37028858065605164,3.0768162499492364,0.12218228386094172,-0.37028856171915925,3.088886542101932e-07,True
|
||||
CJGuudyvA0Y$_$4,CJGuudyvA0Y,A0,2,0,0.5353773832321167,0.21378955245018005,-0.3433133661746979,0.5353773698831598,0.21378957635412613,-0.34331336462249357,2.3903946072545423e-08,True
|
||||
CPjbogfLHR4$_$2,CPjbogfLHR4,A0,2,1,0.08215770125389099,0.08879423886537552,0.21482238173484802,0.08215772919356823,0.08879424445331097,0.21482239477336407,2.7939677238464355e-08,True
|
||||
CPjbogfLHR4$_$5,CPjbogfLHR4,A0,2,1,1.1280674934387207,0.13290385901927948,0.20710261166095734,1.128067553664247,0.132903844739,0.20710256012777487,6.022552634377121e-08,True
|
||||
DdUJojoFU_c$_$11,DdUJojoFU_c,A0,2,1,0.8107610940933228,0.3778674602508545,0.42875543236732483,0.8107610524942477,0.37786744845410186,0.42875545037289453,4.159907507350624e-08,True
|
||||
DdUJojoFU_c$_$15,DdUJojoFU_c,A0,2,1,1.125037670135498,0.32686418294906616,0.7949642539024353,1.125037881856163,0.3268641711523135,0.7949644060184557,2.117206649998593e-07,True
|
||||
DdUJojoFU_c$_$14,DdUJojoFU_c,A0,2,1,1.1074618101119995,0.3648523688316345,0.669481635093689,1.1074617188423872,0.3648523669689894,0.6694815438240767,9.12696123123169e-08,True
|
||||
DdUJojoFU_c$_$17,DdUJojoFU_c,A0,1,2,1.542014479637146,-0.27706828713417053,-0.8819435238838196,1.5420144318292537,-0.2770682455350955,-0.8819435120870669,4.78078923116243e-08,True
|
||||
DdUJojoFU_c$_$16,DdUJojoFU_c,A0,2,1,1.6564186811447144,0.19332991540431976,0.7871696949005127,1.656418701633811,0.1933298539370298,0.7871697451919316,6.146728995237716e-08,True
|
||||
DdUJojoFU_c$_$2,DdUJojoFU_c,A0,2,1,-0.024801909923553467,0.3698696494102478,0.6096991300582886,-0.024801976357897118,0.3698696723828713,0.6096990487227837,8.133550488675922e-08,True
|
||||
DdUJojoFU_c$_$6,DdUJojoFU_c,A0,2,1,-0.8352411985397339,0.39600497484207153,0.5030761361122131,-0.8352411904682715,0.3960049829135338,0.5030760249743859,1.1113782727445454e-07,True
|
||||
DdUJojoFU_c$_$8,DdUJojoFU_c,A0,1,2,1.1082448959350586,-0.35528430342674255,-0.5147402286529541,1.108244907731811,-0.3552842618276675,-0.5147403062631686,7.761021447727501e-08,True
|
||||
DlbYiwOnTyk$_$1,DlbYiwOnTyk,A0,2,1,0.7240910530090332,-0.02055325359106064,0.05369344353675842,0.7240911691139141,-0.02055323061843713,0.053693410630027444,1.1610488093172222e-07,True
|
||||
E8MuzHUhUHk$_$15,E8MuzHUhUHk,A0,2,1,2.326633930206299,0.21218231320381165,0.5843249559402466,2.326633958145976,0.21218231134116644,0.5843247752636671,1.8067657947540283e-07,True
|
||||
E8MuzHUhUHk$_$14,E8MuzHUhUHk,A0,2,1,2.230991840362549,0.26848286390304565,0.5712583661079407,2.230992071951429,0.2684829017768303,0.5712583294759194,2.3158888007301925e-07,True
|
||||
E8MuzHUhUHk$_$16,E8MuzHUhUHk,A0,2,1,2.5922787189483643,0.2146192044019699,0.33917418122291565,2.592278622711698,0.21461931678156057,0.3391742041955391,1.1237959066101588e-07,True
|
||||
E8MuzHUhUHk$_$2,E8MuzHUhUHk,A0,2,1,1.5542460680007935,0.19475533068180084,-0.15687060356140137,1.5542459419618049,0.19475530522565046,-0.15687059176464874,1.260389885793245e-07,True
|
||||
E8MuzHUhUHk$_$9,E8MuzHUhUHk,A0,0,2,0.26594555377960205,-0.2895869016647339,0.07898624241352081,0.26594555967797834,-0.28958691066751874,0.07898621850957473,2.390394608642321e-08,True
|
||||
EEjCkc82oyk$_$7,EEjCkc82oyk,A0,0,1,0.8467798233032227,-0.028636232018470764,-0.10320758819580078,0.8467797883786261,-0.02863626228645444,-0.10320758586749433,3.4924596548080444e-08,True
|
||||
EEjCkc82oyk$_$9,EEjCkc82oyk,A0,0,2,0.6410192847251892,0.06736603379249573,-0.29089415073394775,0.6410193036620815,0.06736600616325934,-0.29089415414879716,2.7629236384885125e-08,True
|
||||
EQxkXiWAm08$_$8,EQxkXiWAm08,A0,1,2,1.5213515758514404,-0.06042370945215225,-0.16180583834648132,1.5213514460871616,-0.06042366040249665,-0.16180592340727645,1.297642788777864e-07,True
|
||||
ET1cU5_A2YM$_$1,ET1cU5_A2YM,A0,0,1,1.871171474456787,-0.003193110227584839,-0.03800668567419052,1.871171223775794,-0.0031931318032244835,-0.038006677447507776,2.5068099307468117e-07,True
|
||||
ET1cU5_A2YM$_$3,ET1cU5_A2YM,A0,0,2,0.6366443037986755,-0.21625150740146637,-0.22449497878551483,0.6366442823782563,-0.2162514915689826,-0.22449498530477285,2.1420419216156006e-08,True
|
||||
ET1cU5_A2YM$_$6,ET1cU5_A2YM,A0,0,1,1.4100165367126465,-0.04647837579250336,-0.04349377006292343,1.4100164996149638,-0.04647834210967024,-0.043493777358283595,3.70976827035463e-08,True
|
||||
EmmuWoCUgXs$_$22,EmmuWoCUgXs,A0,2,1,0.5762652158737183,0.14747199416160583,0.0910375639796257,0.5762652400881052,0.1474719662219286,0.09103759936988354,3.5390257835388184e-08,True
|
||||
EmmuWoCUgXs$_$7,EmmuWoCUgXs,A0,0,2,0.6634599566459656,-0.2641671299934387,-0.2303522229194641,0.663460014698406,-0.2641671166444818,-0.2303522170210878,5.805244041034996e-08,True
|
||||
Es9MkKsMsjU$_$10,Es9MkKsMsjU,A0,1,0,-0.024512752890586853,0.05383110046386719,0.0558672733604908,-0.024512727589656908,0.05383107733602324,0.055867307974646487,3.461415568756232e-08,True
|
||||
Es9MkKsMsjU$_$12,Es9MkKsMsjU,A0,0,2,2.8024725914001465,-0.36857929825782776,-0.09660883247852325,2.802472512858609,-0.3685792873923977,-0.09660879181077081,7.854153727393509e-08,True
|
||||
Es9MkKsMsjU$_$2,Es9MkKsMsjU,A0,0,2,3.0538485050201416,-0.43082886934280396,-0.14941798150539398,3.0538485953584313,-0.4308288684114813,-0.14941804017871618,9.033828973770142e-08,True
|
||||
Es9MkKsMsjU$_$7,Es9MkKsMsjU,A0,0,1,3.1125168800354004,-0.08990974724292755,-0.03863327577710152,3.112516705722858,-0.08990972038979331,-0.038633142753193773,1.7431254217825654e-07,True
|
||||
Ezn3p5FWF_U$_$4,Ezn3p5FWF_U,A0,2,1,2.638164758682251,0.16708527505397797,0.7412235736846924,2.6381646276762085,0.16708542716999847,0.7412236810972292,1.5211602050202444e-07,True
|
||||
F1U26PLiXjM$_$1,F1U26PLiXjM,A0,2,1,0.14791333675384521,0.343536376953125,0.08298267424106598,0.147913280253609,0.34353640985985595,0.08298267734547456,5.650023621184275e-08,True
|
||||
F6JV-K840EY$_$2,F6JV-K840EY,A0,2,1,-0.49357983469963074,0.367715060710907,0.5105364918708801,-0.49357978192468477,0.36771506133178866,0.5105364626894394,5.2774945968891984e-08,True
|
||||
FB_b1dm0SRY$_$10,FB_b1dm0SRY,A0,0,2,1.6738566160202026,-0.434933602809906,-0.5578198432922363,1.6738566070174175,-0.43493365651617444,-0.5578198522950212,5.370626843248516e-08,True
|
||||
FB_b1dm0SRY$_$0,FB_b1dm0SRY,A0,2,1,0.7870884537696838,0.29301202297210693,-0.17871813476085663,0.7870885264128447,0.2930119950324297,-0.17871814034879208,7.264316082000732e-08,True
|
||||
FB_b1dm0SRY$_$6,FB_b1dm0SRY,A0,0,2,1.899078369140625,-0.3646546006202698,-0.6226290464401245,1.8990784644459684,-0.36465459472189343,-0.6226290405417482,9.53053433949691e-08,True
|
||||
FB_b1dm0SRY$_$9,FB_b1dm0SRY,A0,0,2,2.7903122901916504,-0.4000210165977478,-0.43853285908699036,2.7903124451016383,-0.40002101069937146,-0.4385328233862916,1.5490998794831512e-07,True
|
||||
FB_b1dm0SRY$_$8,FB_b1dm0SRY,A0,2,0,1.1551188230514526,0.4018070697784424,0.5006086230278015,1.1551189959670105,0.40180703407774365,0.5006085575247804,1.729155578722441e-07,True
|
||||
FxxJB8hBpyQ$_$1,FxxJB8hBpyQ,A0,0,2,2.411465644836426,-0.3222726881504059,-0.7073310017585754,2.411466152407229,-0.32227270212024445,-0.7073310604318976,5.075708031654358e-07,True
|
||||
Fy0Uid9afM8$_$0,Fy0Uid9afM8,A0,1,0,0.292881041765213,0.04099559783935547,0.15171372890472412,0.2928810080823799,0.040995601409425333,0.1517136877713104,4.113341373068735e-08,True
|
||||
Fy0Uid9afM8$_$3,Fy0Uid9afM8,A0,0,1,0.5972586870193481,0.0008813291788101196,-0.11812752485275269,0.5972586822075148,0.0008813094658156235,-0.11812753338987628,1.971299449609991e-08,True
|
||||
Fy0Uid9afM8$_$5,Fy0Uid9afM8,A0,0,1,1.2732422351837158,-0.010319903492927551,-0.1596824824810028,1.273242358273516,-0.010319847458352644,-0.15968251585339505,1.23089800130316e-07,True
|
||||
Fy0Uid9afM8$_$4,Fy0Uid9afM8,A0,0,1,0.5151814818382263,-0.043115995824337006,-0.13129478693008423,0.5151814770263929,-0.0431160192626218,-0.1312948140936593,2.7163575083699598e-08,True
|
||||
H1DpVwktfDQ$_$0,H1DpVwktfDQ,A0,0,1,0.98017418384552,0.05077783763408661,-0.13333408534526825,0.980174254781256,0.05077785641575853,-0.1333340740141769,7.093573595184921e-08,True
|
||||
HGicRLwgtkM$_$1,HGicRLwgtkM,A0,2,1,0.18700557947158813,0.5282559394836426,0.7351177930831909,0.1870055875430504,0.5282559326539435,0.7351178458581368,5.277494585786968e-08,True
|
||||
HGicRLwgtkM$_$3,HGicRLwgtkM,A0,2,1,-0.0716400146484375,0.5093239545822144,0.4434581995010376,-0.07163997180759905,0.5093239825218916,0.44345830194652075,1.0244548315219149e-07,True
|
||||
HGicRLwgtkM$_$2,HGicRLwgtkM,A0,2,1,0.1001405119895935,0.5196423530578613,0.700542151927948,0.10014079821606475,0.5196422518541415,0.7005421997358401,2.8622647124665335e-07,True
|
||||
HGicRLwgtkM$_$6,HGicRLwgtkM,A0,2,1,-0.09592145681381226,0.5432348847389221,0.6525636911392212,-0.0959215083469947,0.543234863008062,0.6525636396060387,5.153318249906391e-08,True
|
||||
HmXXW45eZL4$_$1,HmXXW45eZL4,A0,2,0,0.434128075838089,0.25156253576278687,0.46228182315826416,0.43412801530212164,0.2515625199303031,0.4622818222269416,6.05359673500061e-08,True
|
||||
HmXXW45eZL4$_$4,HmXXW45eZL4,A0,0,1,3.139869213104248,0.057835567742586136,-0.25868573784828186,3.1398694572659824,0.05783554182077447,-0.2586856948522229,2.44161734386239e-07,True
|
||||
IM6HW1HwHhM$_$11,IM6HW1HwHhM,A0,0,2,1.2785446643829346,-0.3082400858402252,-0.5617614984512329,1.2785447000836332,-0.3082400501395265,-0.5617614925528566,3.570069873060078e-08,True
|
||||
IM6HW1HwHhM$_$15,IM6HW1HwHhM,A0,2,1,1.7550207376480103,0.2747291326522827,0.4834152162075043,1.7550209245334067,0.2747291109214226,0.48341519447664416,1.8688539649147629e-07,True
|
||||
IM6HW1HwHhM$_$17,IM6HW1HwHhM,A0,2,1,2.168640375137329,0.31363728642463684,0.5874115824699402,2.1686405421545105,0.3136373640348514,0.5874116004755099,1.6701718141831634e-07,True
|
||||
IUmxJNs2zaY$_$3,IUmxJNs2zaY,A0,1,2,0.4594295918941498,0.09701164066791534,0.05510975420475006,0.45942957264681655,0.09701161397000153,0.05510974613328774,2.6697913810269647e-08,True
|
||||
IUmxJNs2zaY$_$2,IUmxJNs2zaY,A0,1,2,1.1551005840301514,0.01379280723631382,0.005367765203118324,1.15510054739813,0.01379281903306643,0.005367732296387354,3.663202141623856e-08,True
|
||||
JAnRCQ9A0vI$_$1,JAnRCQ9A0vI,A0,2,1,0.5736891031265259,-0.020948290824890137,0.061436429619789124,0.5736891568327943,-0.020948323731621105,0.06143638833115498,5.370626843248516e-08,True
|
||||
JAnRCQ9A0vI$_$0,JAnRCQ9A0vI,A0,1,2,0.939085066318512,-0.18250584602355957,-0.08323073387145996,0.9390850731482108,-0.18250583174328008,-0.08323080899814764,7.512668767639674e-08,True
|
||||
JAnRCQ9A0vI$_$3,JAnRCQ9A0vI,A0,2,1,1.6992287635803223,-0.02101266011595726,0.1268749088048935,1.6992287741353111,-0.021012660736838974,0.12687490445872146,1.055498888291595e-08,True
|
||||
JAnRCQ9A0vI$_$2,JAnRCQ9A0vI,A0,2,1,1.2930035591125488,-0.01919233612716198,0.0880984216928482,1.2930037616752088,-0.019192391075193882,0.08809849014505744,2.0256265997886658e-07,True
|
||||
JAnRCQ9A0vI$_$5,JAnRCQ9A0vI,A0,2,1,0.9664309620857239,0.022811323404312134,0.09536378085613251,0.9664309012393156,0.02281146186093489,0.09536380196611086,1.3845662275718817e-07,True
|
||||
JAnRCQ9A0vI$_$4,JAnRCQ9A0vI,A0,1,2,0.2686488628387451,-0.0585821270942688,-0.07419119775295258,0.2686488299320141,-0.058582111572225884,-0.07419124928613503,5.153318245743055e-08,True
|
||||
JAnRCQ9A0vI$_$8,JAnRCQ9A0vI,A0,2,1,1.6577383279800415,-0.027095843106508255,0.05379689112305641,1.6577384527772665,-0.027095817029476166,0.053796898573637,1.2479722499847412e-07,True
|
||||
JOK1SSmPtFw$_$10,JOK1SSmPtFw,A0,1,2,0.23875293135643005,-0.15978825092315674,-0.018484868109226227,0.23875293570260206,-0.15978829873104888,-0.018484871213634808,4.780789214509085e-08,True
|
||||
JOK1SSmPtFw$_$13,JOK1SSmPtFw,A0,2,1,1.541036605834961,0.03655160591006279,0.04910316318273544,1.5410366648187237,0.036551616465051964,0.04910317373772462,5.898376276292083e-08,True
|
||||
JOK1SSmPtFw$_$14,JOK1SSmPtFw,A0,1,2,0.5228537321090698,-0.17610126733779907,-0.05109678953886032,0.5228536607076724,-0.17610129403571287,-0.05109678270916144,7.140139746120155e-08,True
|
||||
JOK1SSmPtFw$_$16,JOK1SSmPtFw,A0,2,1,-0.14331698417663574,0.2676796019077301,0.2138134390115738,-0.14331684696177638,0.2676795752098163,0.21381339741249877,1.3721485936368794e-07,True
|
||||
JOK1SSmPtFw$_$0,JOK1SSmPtFw,A0,2,1,2.983395576477051,0.24939578771591187,0.22810915112495422,2.9833955001085997,0.24939586035907266,0.22810917906463143,7.636845111846924e-08,True
|
||||
JOK1SSmPtFw$_$5,JOK1SSmPtFw,A0,2,1,0.6952584981918335,0.13404762744903564,0.1472950577735901,0.6952584416915972,0.13404760075112182,0.14729507577915985,5.65002362673539e-08,True
|
||||
JOK1SSmPtFw$_$4,JOK1SSmPtFw,A0,2,1,-0.18819504976272583,0.0949421152472496,0.30617207288742065,-0.18819518325229484,0.0949421307692925,0.3061721629152695,1.3348956900971487e-07,True
|
||||
JOK1SSmPtFw$_$8,JOK1SSmPtFw,A0,1,2,0.4502102732658386,-0.21213912963867188,-0.1828153133392334,0.45021015095214045,-0.21213916999598342,-0.18281526428957778,1.2231369816984028e-07,True
|
||||
JPT38CA3sGI$_$1,JPT38CA3sGI,A0,2,0,-0.5221899151802063,0.12842504680156708,0.4056212306022644,-0.5221898267045617,0.1284250607714057,0.4056211998686194,8.847564458847046e-08,True
|
||||
JPT38CA3sGI$_$0,JPT38CA3sGI,A0,2,1,0.4411160945892334,0.4153748154640198,0.31680017709732056,0.44111615729828674,0.41537477386494476,0.31680015039940673,6.27090533389385e-08,True
|
||||
JPT38CA3sGI$_$5,JPT38CA3sGI,A0,2,1,0.7258274555206299,0.22268489003181458,0.33638542890548706,0.7258274909108877,0.22268488816916943,0.3363854195922613,3.5390257835388184e-08,True
|
||||
JVpF99zuQhA$_$0,JVpF99zuQhA,A0,1,2,-0.04773104190826416,-0.2043856382369995,0.313106894493103,-0.04773104501267273,-0.2043855891873439,0.313106973345081,7.885197794710308e-08,True
|
||||
JVpF99zuQhA$_$2,JVpF99zuQhA,A0,1,2,0.5782502293586731,-0.2956392765045166,0.31786537170410156,0.5782502113531032,-0.2956393168618281,0.31786537605027354,4.035731149265587e-08,True
|
||||
JVpF99zuQhA$_$4,JVpF99zuQhA,A0,1,2,0.02989816665649414,-0.27448371052742004,0.2947586476802826,0.029898264134923615,-0.2744836745162805,0.2947586389879385,9.747842947410712e-08,True
|
||||
K0m1tO3Ybyc$_$15,K0m1tO3Ybyc,A0,2,1,1.4006967544555664,0.35845059156417847,0.6589375734329224,1.400696961209178,0.35845053009688854,0.6589376013725996,2.0675361156463623e-07,True
|
||||
K0m1tO3Ybyc$_$8,K0m1tO3Ybyc,A0,2,0,0.027192801237106323,0.4181652069091797,0.8256657123565674,0.027192820173998673,0.4181652109449108,0.8256657312934597,1.8936892349358248e-08,True
|
||||
K8gp7ncdUl8$_$5,K8gp7ncdUl8,A0,2,1,-0.04315328598022461,0.23988091945648193,0.24112552404403687,-0.043153357381621994,0.2398809076597293,0.24112551224728423,7.140139738487372e-08,True
|
||||
KDjl2exStlI$_$10,KDjl2exStlI,A0,1,2,0.5728617310523987,-0.18262526392936707,0.23071575164794922,0.572861765200893,-0.18262525958319503,0.23071574854354063,3.414849436556011e-08,True
|
||||
KDjl2exStlI$_$13,KDjl2exStlI,A0,1,0,1.23154878616333,0.03031037747859955,0.11262437701225281,1.2315488387830555,0.030310402158647772,0.1126243625767529,5.2619725465774536e-08,True
|
||||
KDjl2exStlI$_$5,KDjl2exStlI,A0,1,2,1.4328413009643555,-0.20075634121894836,0.008002396672964096,1.4328412090738611,-0.20075632135073343,0.008002388601501782,9.189049432478669e-08,True
|
||||
KDjl2exStlI$_$4,KDjl2exStlI,A0,1,2,1.1366339921951294,-0.16919204592704773,-0.08814805001020432,1.1366339419037104,-0.16919209621846676,-0.08814804069697856,5.029141902923584e-08,True
|
||||
KkKWFZZmmCM$_$1,KkKWFZZmmCM,A0,2,0,1.9980326890945435,0.05732319876551628,0.26693886518478394,1.998032746526102,0.05732320404301087,0.2669388928140203,5.743155861992477e-08,True
|
||||
KpMCvUyQCXg$_$1,KpMCvUyQCXg,A0,1,2,1.3593727350234985,-0.2607058882713318,-0.654380202293396,1.3593728262931106,-0.26070588640868664,-0.6543802004307507,9.126961209027229e-08,True
|
||||
KpMCvUyQCXg$_$3,KpMCvUyQCXg,A0,2,1,-0.41101640462875366,0.1871897280216217,0.28804224729537964,-0.41101641394197935,0.18718973360955715,0.2880422752350569,2.7939677238464355e-08,True
|
||||
KpMCvUyQCXg$_$5,KpMCvUyQCXg,A0,2,1,-0.0683184266090393,0.08226928114891052,0.22890718281269073,-0.06831828318536282,0.08226927183568478,0.2289071772247553,1.434236764907837e-07,True
|
||||
L1eFHRQGFeg$_$2,L1eFHRQGFeg,A0,2,1,0.6159868836402893,0.47909247875213623,-0.04522479698061943,0.6159868681182463,0.47909249303241563,-0.04522484975556532,5.277494589256415e-08,True
|
||||
MCsvw5-7lVE$_$1,MCsvw5-7lVE,A0,2,1,2.465496063232422,-0.09850718080997467,0.05470625311136246,2.4654961482932167,-0.0985071218262116,0.05470620033641656,8.506079485215423e-08,True
|
||||
MCsvw5-7lVE$_$2,MCsvw5-7lVE,A0,2,1,2.251971483230591,0.0569465309381485,-0.09029858559370041,2.2519714279721175,0.05694653714696566,-0.09029862408836682,5.525847335263734e-08,True
|
||||
MCsvw5-7lVE$_$4,MCsvw5-7lVE,A0,2,1,1.6011887788772583,-0.07149045914411545,0.26285749673843384,1.6011887174099684,-0.07149049825966358,0.26285746507346625,6.146728992462158e-08,True
|
||||
MMpo2bDk-DU$_$10,MMpo2bDk-DU,A0,2,0,0.08038760721683502,0.4260978698730469,0.35317516326904297,0.08038757648319006,0.4260978167876601,0.3531751846894622,5.3085386753082275e-08,True
|
||||
MMpo2bDk-DU$_$17,MMpo2bDk-DU,A0,2,1,-0.46767252683639526,0.5085760354995728,0.1730428785085678,-0.46767252745727694,0.5085760050763686,0.17304285926123458,3.04232041781205e-08,True
|
||||
MMpo2bDk-DU$_$16,MMpo2bDk-DU,A0,1,2,0.6462985277175903,-0.39712029695510864,-0.20273900032043457,0.6462985047449668,-0.3971202901254097,-0.20273906799654165,6.767610707947291e-08,True
|
||||
MMpo2bDk-DU$_$19,MMpo2bDk-DU,A0,2,1,1.4328497648239136,0.4874509572982788,0.1301872730255127,1.4328496487190325,0.48745088589688135,0.13018721652527648,1.1610488104274452e-07,True
|
||||
MjaaudUc5-4$_$1,MjaaudUc5-4,A0,0,1,2.5132036209106445,0.12541866302490234,-0.10756461322307587,2.5132033348393934,0.12541866473232705,-0.10756454073513547,2.8607125113211396e-07,True
|
||||
MjaaudUc5-4$_$0,MjaaudUc5-4,A0,2,1,1.621765375137329,0.21214981377124786,-0.3511918783187866,1.6217655744403598,0.21214972995221612,-0.35119183547794813,1.993030307456678e-07,True
|
||||
MjaaudUc5-4$_$3,MjaaudUc5-4,A0,2,1,1.767822504043579,0.212098628282547,-0.34925538301467896,1.7678225965549546,0.21209863138695556,-0.3492554544160763,9.251137544907806e-08,True
|
||||
MjaaudUc5-4$_$6,MjaaudUc5-4,A0,0,1,0.5079857110977173,0.07639831304550171,0.043844226747751236,0.5079857031814753,0.07639833493158221,0.04384419089183211,3.585591912269592e-08,True
|
||||
MoQmPA7Q07Q$_$1,MoQmPA7Q07Q,A0,2,1,1.1962932348251343,0.3261972665786743,0.18175315856933594,1.1962931584566832,0.32619732432067394,0.18175317160785198,7.636845111846924e-08,True
|
||||
MoQmPA7Q07Q$_$2,MoQmPA7Q07Q,A0,2,1,3.536330223083496,0.38303059339523315,0.38425472378730774,3.5363297443836927,0.383030517026782,0.3842548262327909,4.78699803352356e-07,True
|
||||
N1X63d_jgmw$_$5,N1X63d_jgmw,A0,2,1,0.8572916388511658,0.2730885148048401,0.03733949363231659,0.857291721428434,0.27308858248094714,0.03733953150610129,8.2577268245565e-08,True
|
||||
N5xfBtD6rLY$_$7,N5xfBtD6rLY,A0,2,1,0.16371816396713257,0.015102623030543327,0.11494606733322144,0.1637182304014762,0.015102609371145565,0.11494607043763,6.643434363740042e-08,True
|
||||
NoZsdSGnNpI$_$7,NoZsdSGnNpI,A0,2,0,1.509621262550354,0.13689979910850525,-0.08030887693166733,1.5096210803215702,0.13689984784771997,-0.08030885799477497,1.822287838404435e-07,True
|
||||
Nrurc5sMUOE$_$5,Nrurc5sMUOE,A0,0,2,2.197559356689453,-0.28468215465545654,0.11004097014665604,2.1975592632467547,-0.2846821512406071,0.11004098101208606,9.344269846778275e-08,True
|
||||
Nrurc5sMUOE$_$7,Nrurc5sMUOE,A0,1,0,0.027970626950263977,0.003877878189086914,0.17140023410320282,0.027970630520333845,0.0038778519568343954,0.17140021532153088,2.62322525186251e-08,True
|
||||
Nrurc5sMUOE$_$8,Nrurc5sMUOE,A0,0,1,1.0061126947402954,0.0311114639043808,-0.17895343899726868,1.0061126948955157,0.031111445433149733,-0.17895345374320942,1.8471231065519955e-08,True
|
||||
NzvNW7vP-Co$_$5,NzvNW7vP-Co,A0,2,1,2.7087316513061523,-0.005943069700151682,-0.21031557023525238,2.7087316843681037,-0.005943109281361103,-0.2103156936354935,1.2340024110879533e-07,True
|
||||
NzvNW7vP-Co$_$4,NzvNW7vP-Co,A0,1,0,0.7147589325904846,-0.025876739993691444,0.005751870572566986,0.7147588479953507,-0.025876739838471014,0.005751870727787415,8.45951338979134e-08,True
|
||||
NzvNW7vP-Co$_$7,NzvNW7vP-Co,A0,2,0,1.7030233144760132,-0.0358850359916687,-0.16915030777454376,1.7030232191706696,-0.03588499718656142,-0.16915034347524244,9.53053436170137e-08,True
|
||||
OLP0nCKwU6k$_$6,OLP0nCKwU6k,A0,0,1,0.6215220093727112,-0.083231121301651,-0.043156493455171585,0.621521982209136,-0.0832311261134843,-0.04315646101410189,3.244106969169103e-08,True
|
||||
OrYBtyO0aPI$_$1,OrYBtyO0aPI,A0,0,1,0.4348176121711731,-0.04273247718811035,0.08140504360198975,0.43481765330458677,-0.042732482620825366,0.08140498974050084,5.386148890784703e-08,True
|
||||
OrYBtyO0aPI$_$4,OrYBtyO0aPI,A0,2,1,1.952600359916687,0.05486933887004852,0.6036310195922852,1.9526003704716761,0.05486938667794068,0.6036311493565638,1.297642786557418e-07,True
|
||||
PboaYD5hlG8$_$10,PboaYD5hlG8,A0,2,1,0.6343955993652344,-0.13955533504486084,0.3918190598487854,0.6343957937012116,-0.13955531207223731,0.3918190753708283,1.9433597719942242e-07,True
|
||||
PboaYD5hlG8$_$3,PboaYD5hlG8,A0,2,1,1.3522024154663086,-0.12742111086845398,0.2721969485282898,1.3522023477902014,-0.1274210854123036,0.2721968957533439,6.767610716273964e-08,True
|
||||
PboaYD5hlG8$_$2,PboaYD5hlG8,A0,1,2,0.5448916554450989,0.0753701776266098,-0.4783628582954407,0.5448915132631857,0.07537015465398629,-0.478362791861097,1.4218191313197792e-07,True
|
||||
PboaYD5hlG8$_$7,PboaYD5hlG8,A0,1,2,0.02723512053489685,0.1012742668390274,-0.04666440561413765,0.02723517703513304,0.10127427491048971,-0.04666435656448205,5.6500236191026065e-08,True
|
||||
PboaYD5hlG8$_$9,PboaYD5hlG8,A0,2,1,-0.8267449736595154,-0.10999970883131027,0.9912390112876892,-0.8267450227091709,-0.10999971317748228,0.991238843028744,1.6825894522121132e-07,True
|
||||
PboaYD5hlG8$_$8,PboaYD5hlG8,A0,0,2,1.0282832384109497,0.12260960042476654,-0.7111846208572388,1.0282832145070036,0.12260959142198163,-0.71118458515654,3.570069873060078e-08,True
|
||||
Pt-D0LUHDSc$_$2,Pt-D0LUHDSc,A0,2,1,0.372525155544281,0.3818312883377075,1.0996321439743042,0.37252526792387164,0.38183144542078173,1.099632047737638,1.5708307421480328e-07,True
|
||||
PwapK9d8IGk$_$4,PwapK9d8IGk,A0,2,0,0.11060634255409241,-0.02061438001692295,0.05811468884348869,0.11060635652393103,-0.020614382810890675,0.058114673011004925,1.5832483768463135e-08,True
|
||||
PyQrAYl1bFs$_$0,PyQrAYl1bFs,A0,2,1,0.8106160163879395,0.17481133341789246,0.827573299407959,0.8106160418440898,0.1748113663246234,0.8275733844687541,8.506079507419884e-08,True
|
||||
PyQrAYl1bFs$_$3,PyQrAYl1bFs,A0,2,1,2.8617520332336426,0.22891734540462494,0.31642934679985046,2.86175206117332,0.22891734354197976,0.31642935983836645,2.7939677238464355e-08,True
|
||||
PyQrAYl1bFs$_$4,PyQrAYl1bFs,A0,2,1,2.484130382537842,0.19971227645874023,0.4497130513191223,2.4841306041926146,0.19971233420073983,0.4497129451483488,2.2165477275848389e-07,True
|
||||
Q4WzApjaCNI$_$0,Q4WzApjaCNI,A0,2,1,1.1152927875518799,0.3124256730079651,0.08176090568304062,1.1152928018321593,0.3124256276835997,0.08176084918280442,5.650023619796496e-08,True
|
||||
Q7S0tX4FUNA$_$4,Q7S0tX4FUNA,A0,2,1,-0.47369062900543213,0.3473379611968994,0.168035089969635,-0.47369057374695933,0.34733798665304977,0.16803509307404357,5.5258472797525826e-08,True
|
||||
Q7S0tX4FUNA$_$7,Q7S0tX4FUNA,A0,1,2,0.9293454885482788,-0.31704115867614746,-0.5383836627006531,0.929345396036903,-0.3170411766817172,-0.538383695607384,9.251137578214497e-08,True
|
||||
Q7S0tX4FUNA$_$8,Q7S0tX4FUNA,A0,0,1,0.9689229726791382,0.01430366188287735,-0.09763098508119583,0.9689230771424868,0.014303673213968674,-0.0976309700248142,1.0446334863800644e-07,True
|
||||
Qa6Yz62V-Yc$_$0,Qa6Yz62V-Yc,A0,2,1,-0.5855600237846375,0.32335129380226135,0.7104871273040771,-0.5855600132296482,0.3233513118078311,0.7104871229579051,1.8005569757395534e-08,True
|
||||
QjcQx8_PQfw$_$10,QjcQx8_PQfw,A0,2,1,2.3941612243652344,0.34301504492759705,0.08628840744495392,2.394161095842719,0.34301512502133846,0.08628840558230877,1.2852251529693604e-07,True
|
||||
QjcQx8_PQfw$_$7,QjcQx8_PQfw,A0,1,2,0.5174154043197632,-0.2968934178352356,0.10325747728347778,0.5174154583364725,-0.29689345322549343,0.10325749404728413,5.4016709327697754e-08,True
|
||||
QpchvHpGFc8$_$3,QpchvHpGFc8,A0,1,2,0.7334089279174805,-0.10827179998159409,-0.19135840237140656,0.7334090092529852,-0.1082717931518952,-0.19135844769577182,8.133550477573692e-08,True
|
||||
RArhIHk4Qs4$_$13,RArhIHk4Qs4,A0,1,2,0.08263048529624939,-0.1508217602968216,0.4431980848312378,0.0826304821918408,-0.15082180065413314,0.44319811897973216,4.035731154816702e-08,True
|
||||
RArhIHk4Qs4$_$17,RArhIHk4Qs4,A0,0,1,1.4452271461486816,-0.06156765669584274,-0.04600656032562256,1.4452272617879012,-0.061567667716493205,-0.04600657134627302,1.1563921953339218e-07,True
|
||||
RArhIHk4Qs4$_$16,RArhIHk4Qs4,A0,0,1,0.6207919120788574,-0.012065798044204712,-0.08648347109556198,0.6207920165422062,-0.012065823966016371,-0.08648342623685797,1.0446334874902874e-07,True
|
||||
RArhIHk4Qs4$_$19,RArhIHk4Qs4,A0,1,2,1.8426305055618286,-0.2331031858921051,0.2650158107280731,1.8426304440945387,-0.2331031151115894,0.2650158666074276,7.078051569853194e-08,True
|
||||
RArhIHk4Qs4$_$1,RArhIHk4Qs4,A0,2,1,0.29474276304244995,0.12951679527759552,-0.05244388431310654,0.2947429356475671,0.12951677416761714,-0.05244385513166586,1.7260511714356497e-07,True
|
||||
RArhIHk4Qs4$_$2,RArhIHk4Qs4,A0,2,1,0.6629804372787476,0.14182251691818237,-0.23543982207775116,0.6629804552843173,0.14182248649497825,-0.23543983014921346,3.042320412260935e-08,True
|
||||
RArhIHk4Qs4$_$7,RArhIHk4Qs4,A0,2,1,1.0922819375991821,0.16947853565216064,0.1747152954339981,1.0922818512966235,0.16947844934960204,0.17471532834072906,8.630255865504921e-08,True
|
||||
RArhIHk4Qs4$_$6,RArhIHk4Qs4,A0,0,1,0.9076106548309326,-0.07076512277126312,-0.08087234199047089,0.9076105270845194,-0.07076509778077403,-0.08087234680230418,1.27746413225438e-07,True
|
||||
RArhIHk4Qs4$_$8,RArhIHk4Qs4,A0,2,0,0.35929638147354126,0.16165931522846222,-0.463070273399353,0.35929635570695,0.16165931926419336,-0.46307025446246064,2.5766591249531956e-08,True
|
||||
RArhIHk4Qs4$_$21,RArhIHk4Qs4,A0,2,1,1.6186201572418213,0.19090378284454346,-0.1641477346420288,1.6186202770719924,0.19090377974013484,-0.16414773774643737,1.1983017111916183e-07,True
|
||||
ROcTx5VEn7o$_$11,ROcTx5VEn7o,A0,2,1,-0.5061746835708618,0.36168015003204346,0.20951804518699646,-0.5061748642474413,0.3616801332682371,0.2095180880278349,1.8067657947540283e-07,True
|
||||
ROcTx5VEn7o$_$1,ROcTx5VEn7o,A0,1,2,1.0731436014175415,-0.23751917481422424,-0.12118332087993622,1.0731438416987655,-0.2375191580504179,-0.12118337862193584,2.4028122402874885e-07,True
|
||||
ROcTx5VEn7o$_$5,ROcTx5VEn7o,A0,1,2,1.3084323406219482,-0.31462448835372925,-0.20774073898792267,1.3084326107054947,-0.3146244864910841,-0.2077407520264387,2.7008354641644416e-07,True
|
||||
ROcTx5VEn7o$_$9,ROcTx5VEn7o,A0,1,2,1.0397003889083862,-0.23468604683876038,-0.18630419671535492,1.0397003137816985,-0.23468605491022268,-0.18630415263275305,7.512668775966347e-08,True
|
||||
RrGpzInAwCg$_$0,RrGpzInAwCg,A0,2,1,-0.010064125061035156,0.3843201994895935,0.7855314016342163,-0.010064191495378811,0.384320147956411,0.7855313351998725,6.643434380393387e-08,True
|
||||
RzOFxDk26p0$_$1,RzOFxDk26p0,A0,2,1,2.979339122772217,0.11587731540203094,-0.14068832993507385,2.9793390724807978,0.11587730795145033,-0.14068829268217087,5.029141902923584e-08,True
|
||||
RzOFxDk26p0$_$0,RzOFxDk26p0,A0,1,2,0.15933799743652344,0.004126909654587507,0.12139257788658142,0.15933801505404213,0.004126936352501312,0.12139256570177773,2.6697913805065476e-08,True
|
||||
SHa756SwGJQ$_$0,SHa756SwGJQ,A0,2,1,-0.31942981481552124,0.0353703647851944,0.3186997175216675,-0.3194298340628544,0.03537035298844178,0.318699683373173,3.4148494476582414e-08,True
|
||||
SHa756SwGJQ$_$2,SHa756SwGJQ,A0,2,1,0.23593291640281677,0.04911796748638153,0.30441176891326904,0.23593294868866602,0.04911797183255354,0.30441177139679587,3.228584924408473e-08,True
|
||||
SHa756SwGJQ$_$4,SHa756SwGJQ,A0,0,1,0.7435646653175354,-0.038022931665182114,-0.14753444492816925,0.7435646207692721,-0.03802292405938108,-0.1475344745752712,4.4548263300470126e-08,True
|
||||
SHa756SwGJQ$_$7,SHa756SwGJQ,A0,0,1,0.2786046266555786,-0.019452981650829315,0.13341523706912994,0.2786045970084766,-0.01945299267147978,0.13341520742202798,2.9647101995600167e-08,True
|
||||
SHa756SwGJQ$_$6,SHa756SwGJQ,A0,2,1,0.1913771629333496,0.10330449789762497,-0.17499078810214996,0.19137716976304847,0.10330449355145294,-0.17499080362419286,1.5522042901006117e-08,True
|
||||
TH32jop4FiI$_$15,TH32jop4FiI,A0,0,1,0.5698883533477783,-0.14655736088752747,-0.03235847130417824,0.5698882138046125,-0.14655734396850068,-0.03235851212715109,1.3954316580022663e-07,True
|
||||
TH32jop4FiI$_$17,TH32jop4FiI,A0,2,1,0.7356551289558411,0.441425621509552,0.15813840925693512,0.7356551395108302,0.44142567676802474,0.15813844216366607,5.5258472742014675e-08,True
|
||||
TWszOxkOV0w$_$1,TWszOxkOV0w,A0,0,2,1.798340082168579,-0.2416711002588272,-0.14789636433124542,1.798340127803385,-0.24167105462402103,-0.14789637830108404,4.563480618391402e-08,True
|
||||
TXCXFYIc3Yo$_$16,TXCXFYIc3Yo,A0,2,1,0.9872725605964661,0.3444393277168274,-0.3915671110153198,0.9872724184145529,0.3444393513103326,-0.39156711722413695,1.4218191313197792e-07,True
|
||||
TXCXFYIc3Yo$_$2,TXCXFYIc3Yo,A0,2,1,1.4912294149398804,0.24676069617271423,-0.40482771396636963,1.4912294230113425,0.2467606967935959,-0.40482769844432664,1.5522042984272844e-08,True
|
||||
TXCXFYIc3Yo$_$7,TXCXFYIc3Yo,A0,2,0,0.5331432819366455,0.3088184893131256,-0.04309254139661789,0.5331432996317744,0.30881847720593214,-0.04309257213026285,3.073364496231079e-08,True
|
||||
TXCXFYIc3Yo$_$6,TXCXFYIc3Yo,A0,2,1,1.2836710214614868,0.2385241836309433,-0.32837405800819397,1.2836710146317878,0.2385241544495026,-0.3283741020907958,4.408260184662893e-08,True
|
||||
TYJzg5IJN8o$_$11,TYJzg5IJN8o,A0,2,1,0.5969862937927246,0.4000820517539978,-0.24305805563926697,0.5969863117982943,0.4000820325066646,-0.24305808978776133,3.414849436556011e-08,True
|
||||
TYJzg5IJN8o$_$10,TYJzg5IJN8o,A0,0,1,0.6920359134674072,-0.17859524488449097,-0.08714880049228668,0.6920360191725194,-0.17859527328982946,-0.08714879164472222,1.0570511221885681e-07,True
|
||||
TYJzg5IJN8o$_$14,TYJzg5IJN8o,A0,2,1,2.678171396255493,0.36557745933532715,-0.17934373021125793,2.6781714937339225,0.36557743015388644,-0.17934377429385978,9.747842932839035e-08,True
|
||||
TYJzg5IJN8o$_$0,TYJzg5IJN8o,A0,2,1,0.829930305480957,0.3953443765640259,0.354035347700119,0.8299302042772371,0.39534439456959564,0.35403521669407684,1.3100604218108103e-07,True
|
||||
TYJzg5IJN8o$_$4,TYJzg5IJN8o,A0,2,1,1.0194287300109863,0.4249250292778015,0.09743517637252808,1.0194288548082113,0.42492510937154293,0.0974352043122053,1.2479722499847412e-07,True
|
||||
TYJzg5IJN8o$_$7,TYJzg5IJN8o,A0,2,1,2.9769208431243896,0.40408259630203247,0.031132088974118233,2.976921170329054,0.40408259568115074,0.03113206786413987,3.2720466425217865e-07,True
|
||||
Uc_6d-fkZEc$_$3,Uc_6d-fkZEc,A0,2,1,3.064685344696045,0.010604001581668854,-0.43718940019607544,3.0646851044148207,0.010603947564959526,-0.4371893871575594,2.4028122425079346e-07,True
|
||||
UlTJmndbGHM$_$1,UlTJmndbGHM,A0,2,1,2.1721038818359375,0.22097894549369812,0.8677191138267517,2.172103825335701,0.2209789038946231,0.8677190573265154,5.65002364893985e-08,True
|
||||
UlTJmndbGHM$_$4,UlTJmndbGHM,A0,0,1,2.2796132564544678,-0.09488162398338318,-0.07928776741027832,2.279613175895065,-0.09488165238872169,-0.07928770640864968,8.055940270423889e-08,True
|
||||
VbV9S4svrTg$_$13,VbV9S4svrTg,A0,2,1,1.2152538299560547,0.06742650270462036,0.2652902603149414,1.2152539584785698,0.06742647849023342,0.26529032923281193,1.2852251507489143e-07,True
|
||||
VbV9S4svrTg$_$3,VbV9S4svrTg,A0,2,1,1.4695769548416138,0.11681780219078064,0.11734052747488022,1.4695770448694625,0.11681783261398473,0.1173405877004067,9.002784873146652e-08,True
|
||||
VbV9S4svrTg$_$7,VbV9S4svrTg,A0,2,1,3.187251091003418,0.06459297984838486,0.24376004934310913,3.187251402065157,0.06459291093051432,0.24375995807349682,3.110617390333914e-07,True
|
||||
VbV9S4svrTg$_$8,VbV9S4svrTg,A0,2,1,0.5546783208847046,0.03538231551647186,0.12533977627754211,0.5546783258517582,0.03538227019210656,0.12533973654111225,4.532436530257922e-08,True
|
||||
VinxKpWioTo$_$1,VinxKpWioTo,A0,2,1,2.871237277984619,0.19169501960277557,0.21945345401763916,2.871237325792511,0.19169499290486175,0.2194535018255313,4.780789214509085e-08,True
|
||||
VinxKpWioTo$_$0,VinxKpWioTo,A0,2,1,0.8493338227272034,0.29276788234710693,0.268985390663147,0.8493337811281283,0.2927679003526767,0.2689854682733615,7.761021453278616e-08,True
|
||||
VinxKpWioTo$_$3,VinxKpWioTo,A0,2,1,2.8441617488861084,0.18139225244522095,0.20912903547286987,2.844162010277311,0.181392394627134,0.20912910314897695,2.6139120246071457e-07,True
|
||||
VinxKpWioTo$_$5,VinxKpWioTo,A0,2,1,2.679293394088745,0.14165690541267395,0.21946415305137634,2.6792932084451118,0.14165676447252432,0.21946411641935507,1.8564363335471512e-07,True
|
||||
ViyQVpGW05w$_$1,ViyQVpGW05w,A0,2,1,-0.6837158203125,0.14075320959091187,1.1070563793182373,-0.6837159115821123,0.14075317792594433,1.1070563178509472,9.12696123123169e-08,True
|
||||
ViyQVpGW05w$_$4,ViyQVpGW05w,A0,2,1,-0.3122854232788086,0.15320798754692078,1.0767478942871094,-0.3122853605697552,0.15320799065132934,1.0767479718973236,7.76102142552304e-08,True
|
||||
ViyQVpGW05w$_$6,ViyQVpGW05w,A0,0,2,2.6877355575561523,-0.19616995751857758,-0.9162930250167847,2.687735702532033,-0.19616991685082513,-0.9162929992501934,1.4497588063377975e-07,True
|
||||
Vuay0mVKkik$_$3,Vuay0mVKkik,A0,0,2,0.977319598197937,-0.3611733615398407,-0.026089847087860107,0.9773195966457326,-0.36117336309204495,-0.02608988589296738,3.8805107273331974e-08,True
|
||||
WmQF5RmbsVQ$_$6,WmQF5RmbsVQ,A0,2,1,0.19318866729736328,0.07087133824825287,-0.23727291822433472,0.19318867412706214,0.07087135625382264,-0.23727287414173284,4.408260187438451e-08,True
|
||||
Wrcf2xtqbkQ$_$9,Wrcf2xtqbkQ,A0,1,2,1.502982258796692,-0.17620354890823364,-0.17815691232681274,1.5029820843289294,-0.1762035818149646,-0.1781569377829631,1.7446776245932938e-07,True
|
||||
Wrcf2xtqbkQ$_$8,Wrcf2xtqbkQ,A0,2,1,0.9382706880569458,0.1785481572151184,0.08243124932050705,0.9382707395901282,0.17854822364946205,0.08243125242491561,6.643434363740042e-08,True
|
||||
WxajvjGKz7Y$_$0,WxajvjGKz7Y,A0,1,2,0.8700293302536011,-0.3392201066017151,0.35357770323753357,0.8700294389079014,-0.33922008362909156,0.35357766660551226,1.0865430033479839e-07,True
|
||||
WxajvjGKz7Y$_$3,WxajvjGKz7Y,A0,2,1,0.2535691559314728,0.27212274074554443,-0.33256834745407104,0.2535691764205694,0.2721227537840605,-0.3325683865696192,3.91155481338501e-08,True
|
||||
WxajvjGKz7Y$_$6,WxajvjGKz7Y,A0,2,1,0.22337526082992554,0.20078688859939575,-0.4171479344367981,0.22337527386844158,0.20078687183558935,-0.41714793629944324,1.6763806398589765e-08,True
|
||||
XIGpuL-Kkyk$_$12,XIGpuL-Kkyk,A0,2,1,0.8820264339447021,0.3371019959449768,0.45789510011672974,0.882026670500636,0.33710202388465405,0.4578950684517622,2.3655593384130924e-07,True
|
||||
XIGpuL-Kkyk$_$0,XIGpuL-Kkyk,A0,1,0,0.06566694378852844,0.08090879023075104,0.17328029870986938,0.06566691383098562,0.0809087863502403,0.17328027620290715,2.995754282142382e-08,True
|
||||
XIGpuL-Kkyk$_$4,XIGpuL-Kkyk,A0,2,1,1.9132522344589233,0.24261823296546936,0.5446240901947021,1.9132525008171797,0.24261808209121227,0.5446241777390242,2.6635825634002686e-07,True
|
||||
XIGpuL-Kkyk$_$7,XIGpuL-Kkyk,A0,2,1,-0.2542756199836731,0.26959726214408875,0.6667463779449463,-0.2542756963521242,0.2695972602814436,0.66674636118114,7.636845111846924e-08,True
|
||||
XaVYxIW0FDg$_$2,XaVYxIW0FDg,A0,2,1,-0.09603053331375122,0.22211089730262756,0.08689171075820923,-0.09603053145110607,0.2221109289675951,0.08689173124730587,3.166496753692627e-08,True
|
||||
XyP8bVmGX6M$_$4,XyP8bVmGX6M,A0,2,1,1.6349784135818481,0.3900405764579773,0.985552191734314,1.6349783819168806,0.3900407236069441,0.9855521302670239,1.471489667892456e-07,True
|
||||
XzVapdEr_GY$_$3,XzVapdEr_GY,A0,2,1,2.078187942504883,-0.07668443769216537,0.28318139910697937,2.0781877419600883,-0.07668442217012246,0.2831813326726357,2.0054479454856278e-07,True
|
||||
XzVapdEr_GY$_$4,XzVapdEr_GY,A0,2,1,3.2659401893615723,0.02343473955988884,0.15080195665359497,3.265940178806583,0.02343477370838324,0.15080200570325053,4.904965555940777e-08,True
|
||||
Y7h-S3cJ52o$_$0,Y7h-S3cJ52o,A0,2,1,0.46080660820007324,0.2474740743637085,0.05135035887360573,0.46080661378800863,0.24747405014932156,0.05135030858218669,5.0291419036174734e-08,True
|
||||
Y7qkyMyanjU$_$2,Y7qkyMyanjU,A0,2,1,-0.3284819722175598,0.34938105940818787,0.2645071744918823,-0.32848195917904377,0.34938102774322033,0.26450721733272076,4.284083843231201e-08,True
|
||||
Y7qkyMyanjU$_$4,Y7qkyMyanjU,A0,2,1,-0.07858943939208984,0.3720798194408417,0.7365947365760803,-0.07858941641946633,0.3720797381053368,0.7365947595487038,8.133550488675922e-08,True
|
||||
YbuG8xyUO-o$_$3,YbuG8xyUO-o,A0,1,2,0.9150789380073547,-0.2580960988998413,0.044894859194755554,0.9150789758811394,-0.25809615043302375,0.044894893343249954,5.153318244355276e-08,True
|
||||
YbuG8xyUO-o$_$2,YbuG8xyUO-o,A0,1,2,1.3842874765396118,-0.19448137283325195,0.01764548569917679,1.38428755911688,-0.19448132005830604,0.01764546769360701,8.257726813454269e-08,True
|
||||
Z7L3V5bwzI0$_$2,Z7L3V5bwzI0,A0,2,1,1.1598303318023682,0.30845996737480164,0.21009822189807892,1.1598303920278945,0.3084599828968445,0.21009821506838003,6.022552634377121e-08,True
|
||||
ZaoFHcbRM9g$_$3,ZaoFHcbRM9g,A0,2,0,-0.6772122979164124,0.2851535379886627,0.7303855419158936,-0.6772124975298841,0.28515359169493115,0.730385670127968,1.996134717519027e-07,True
|
||||
ZaoFHcbRM9g$_$2,ZaoFHcbRM9g,A0,1,0,-0.04169163107872009,0.006810445338487625,0.24291950464248657,-0.041691513266414404,0.006810440216213465,0.24291945109143853,1.1781230568885803e-07,True
|
||||
ZaoFHcbRM9g$_$5,ZaoFHcbRM9g,A0,0,1,1.2094848155975342,-0.01516316831111908,-0.09263572841882706,1.2094847176534433,-0.015163106067727009,-0.09263574813182154,9.794409083774269e-08,True
|
||||
ZaoFHcbRM9g$_$9,ZaoFHcbRM9g,A0,0,1,2.2472925186157227,-0.024438142776489258,-0.12565220892429352,2.247292556023846,-0.024438191050042708,-0.12565220131849247,4.827355344974582e-08,True
|
||||
ZaoFHcbRM9g$_$8,ZaoFHcbRM9g,A0,0,1,2.706016778945923,-0.11160212755203247,-0.10207052528858185,2.7060168747169273,-0.11160208393509188,-0.10207054872686663,9.577100446023223e-08,True
|
||||
Zvisaa77Cng$_$1,Zvisaa77Cng,A0,2,0,-0.07150930166244507,0.15069657564163208,0.09480729699134827,-0.07150928769260645,0.1506965896114707,0.0948072811588645,1.5832483768463135e-08,True
|
||||
Zvisaa77Cng$_$5,Zvisaa77Cng,A0,2,1,1.1818137168884277,0.14305031299591064,0.35508623719215393,1.181813682739933,0.14305028629799682,0.3550862626483043,3.414849469862702e-08,True
|
||||
_7HVhnSYX1Y$_$26,_7HVhnSYX1Y,A0,2,1,0.9469695091247559,0.22553963959217072,0.16266445815563202,0.9469695867349703,0.2255395681907733,0.1626644463588794,7.761021447727501e-08,True
|
||||
_7HVhnSYX1Y$_$12,_7HVhnSYX1Y,A0,2,1,1.554225206375122,0.19886437058448792,0.14484931528568268,1.5542251250396169,0.19886443826059497,0.1448492786536614,8.133550521982613e-08,True
|
||||
_7HVhnSYX1Y$_$14,_7HVhnSYX1Y,A0,2,1,0.9924238920211792,0.17626678943634033,0.151152566075325,0.99242379826804,0.1762667776395877,0.15115259153147537,9.375313925197304e-08,True
|
||||
_7HVhnSYX1Y$_$19,_7HVhnSYX1Y,A0,1,2,0.5817716717720032,-0.2414885014295578,-0.2711482644081116,0.5817716885358095,-0.24148843996226785,-0.2711482625454664,6.146728995237716e-08,True
|
||||
_7HVhnSYX1Y$_$31,_7HVhnSYX1Y,A0,2,1,2.0563089847564697,0.1872214674949646,0.15126155316829681,2.0563088164975243,0.1872214035441478,0.15126161587735015,1.6825894544325593e-07,True
|
||||
_7HVhnSYX1Y$_$3,_7HVhnSYX1Y,A0,2,1,0.9132571220397949,0.2149926871061325,0.14602717757225037,0.9132571648806334,0.2149926107376814,0.1460271906107664,7.636845111846924e-08,True
|
||||
_BvNNdEkhZA$_$14,_BvNNdEkhZA,A0,0,1,0.7371373772621155,0.009265370666980743,0.045772865414619446,0.7371374159120023,0.009265364613384008,0.04577291151508689,4.6100467443466187e-08,True
|
||||
_BvNNdEkhZA$_$19,_BvNNdEkhZA,A0,2,1,0.8673556447029114,0.13756950199604034,-0.49836549162864685,0.8673557819177706,0.1375695200016101,-0.49836545872191584,1.3721485925266563e-07,True
|
||||
_BvNNdEkhZA$_$7,_BvNNdEkhZA,A0,2,1,0.9002825021743774,0.2016473114490509,-0.27787652611732483,0.9002825003117322,0.2016473468393087,-0.27787656523287296,3.91155481338501e-08,True
|
||||
_BvNNdEkhZA$_$6,_BvNNdEkhZA,A0,0,2,-0.13775332272052765,-0.09598466753959656,0.4892798364162445,-0.13775336152563492,-0.09598465419063965,0.48927981996287895,3.880510726639308e-08,True
|
||||
_BvNNdEkhZA$_$9,_BvNNdEkhZA,A0,1,0,0.726337194442749,-0.03315063193440437,-0.03233383595943451,0.7263371023970345,-0.03315061222140987,-0.032333801345278815,9.204571449483723e-08,True
|
||||
_aZDaIfGfPo$_$1,_aZDaIfGfPo,A0,2,1,2.005939245223999,0.17623749375343323,0.3264535367488861,2.0059392011413966,0.17623750182489553,0.3264535671720902,4.4082602457251596e-08,True
|
||||
_aZDaIfGfPo$_$0,_aZDaIfGfPo,A0,2,1,0.7835333943367004,0.003909928724169731,0.8487480282783508,0.7835335321724414,0.003909992054104805,0.8487480767071246,1.3783574093206852e-07,True
|
||||
_gr7o5ynhnw$_$13,_gr7o5ynhnw,A0,2,1,0.5537532567977905,0.08306215703487396,-0.19118286669254303,0.5537532636274893,0.08306209308405717,-0.19118284496168295,6.395081679488879e-08,True
|
||||
_gr7o5ynhnw$_$12,_gr7o5ynhnw,A0,2,1,1.7338886260986328,0.08081900328397751,-0.17426392436027527,1.7338885410378375,0.08081900017956892,-0.17426386413474876,8.506079529624344e-08,True
|
||||
_gr7o5ynhnw$_$15,_gr7o5ynhnw,A0,2,1,2.8950750827789307,0.11994259059429169,0.14468804001808167,2.895075272147854,0.11994262350102265,0.14468797606726486,1.8936892320908782e-07,True
|
||||
_gzYkdjNvPc$_$12,_gzYkdjNvPc,A0,2,1,0.95464026927948,0.15252536535263062,-0.2848204970359802,0.9546402922521033,0.1525254479298989,-0.2848204889645179,8.257726827332057e-08,True
|
||||
_gzYkdjNvPc$_$17,_gzYkdjNvPc,A0,0,2,3.3734796047210693,-0.3102063834667206,0.13716459274291992,3.373479441739619,-0.3102063899859786,0.1371646011248231,1.6298145055770874e-07,True
|
||||
_gzYkdjNvPc$_$1,_gzYkdjNvPc,A0,0,1,0.393627792596817,-0.08926396816968918,-0.047729525715112686,0.39362785111491877,-0.08926395808036128,-0.047729556603978075,5.851810175316885e-08,True
|
||||
_gzYkdjNvPc$_$3,_gzYkdjNvPc,A0,2,1,0.08489120006561279,0.2325015366077423,0.13516873121261597,0.08489115846653779,0.23250152481098968,0.13516874921818572,4.15990750041173e-08,True
|
||||
_gzYkdjNvPc$_$2,_gzYkdjNvPc,A0,0,1,2.3953511714935303,-0.12122823297977448,0.08720661699771881,2.3953510139447944,-0.12122833837444583,0.08720674257104595,1.5754873583517792e-07,True
|
||||
_gzYkdjNvPc$_$5,_gzYkdjNvPc,A0,2,1,0.4031350612640381,0.2346884310245514,-0.3254583179950714,0.4031351587424675,0.23468844654659426,-0.3254583173741896,9.747842943941265e-08,True
|
||||
_gzYkdjNvPc$_$4,_gzYkdjNvPc,A0,2,1,0.35380819439888,0.3182768225669861,-0.25069868564605713,0.3538080882281065,0.3182768430560827,-0.2506986949592829,1.0617077350616455e-07,True
|
||||
_gzYkdjNvPc$_$6,_gzYkdjNvPc,A0,0,1,0.5149305462837219,-0.02438013255596161,-0.04612094908952713,0.514930457031975,-0.02438013240074118,-0.046120975011338786,8.92517468820131e-08,True
|
||||
_gzYkdjNvPc$_$9,_gzYkdjNvPc,A0,1,2,0.07538744807243347,-0.2570574879646301,0.26167044043540955,0.07538742758333683,-0.2570574935525656,0.26167044974863524,2.0489096641540527e-08,True
|
||||
a-WihYDk6vc$_$8,a-WihYDk6vc,A0,2,1,1.7910979986190796,0.29929301142692566,0.14038178324699402,1.7910983543843029,0.29929311387240887,0.14038173668086526,3.557652232810682e-07,True
|
||||
a-WihYDk6vc$_$0,a-WihYDk6vc,A0,2,1,2.479398250579834,0.2760836184024811,0.315348744392395,2.479398323222995,0.27608361653983593,0.3153486382216215,1.0617077350616455e-07,True
|
||||
aFhc2ddipoM$_$14,aFhc2ddipoM,A0,2,1,2.436065196990967,0.1299782693386078,0.2881281077861786,2.436065200095375,0.12997825754185516,0.2881280512859424,5.650023621184275e-08,True
|
||||
aK5tRCXjUvU$_$0,aK5tRCXjUvU,A0,2,1,1.0177594423294067,0.2872510552406311,0.39644402265548706,1.0177593907962241,0.287251033509771,0.39644397112230456,5.1533182610086214e-08,True
|
||||
b-FX9NOVQOM$_$1,b-FX9NOVQOM,A0,0,1,1.157308578491211,-0.1396978497505188,-0.15136367082595825,1.1573087313833335,-0.13969781606768567,-0.15136363714312512,1.5289212251801132e-07,True
|
||||
b-FX9NOVQOM$_$4,b-FX9NOVQOM,A0,0,2,0.8677801489830017,-0.44761815667152405,-0.13869830965995789,0.8677801871672273,-0.44761820789426565,-0.1386983385309577,5.122274160385132e-08,True
|
||||
b1LEcg6z66g$_$0,b1LEcg6z66g,A0,2,0,-0.40678659081459045,0.40626364946365356,0.3797680139541626,-0.40678662154823536,0.4062636634334921,0.3797681322321296,1.1827796697616577e-07,True
|
||||
b1LEcg6z66g$_$4,b1LEcg6z66g,A0,2,1,2.489255905151367,0.3739335834980011,0.18371349573135376,2.489255709573626,0.3739336412400007,0.1837135385721922,1.955777411133397e-07,True
|
||||
b1LEcg6z66g$_$8,b1LEcg6z66g,A0,0,2,3.0575995445251465,-0.349853515625,-0.4374430775642395,3.057599898117284,-0.34985348985840875,-0.43744305179764825,3.5359213734764694e-07,True
|
||||
bAkUEnPoucg$_$3,bAkUEnPoucg,A0,2,1,1.4545106887817383,0.18994104862213135,0.489851176738739,1.4545105478415885,0.18994099708894888,0.48985106560091174,1.4094014977317215e-07,True
|
||||
bNQkb4K5DX0$_$3,bNQkb4K5DX0,A0,2,1,-0.36771777272224426,0.507904052734375,0.2579714357852936,-0.36771778451899684,0.5079040856411059,0.25797143888970214,3.290673089573204e-08,True
|
||||
bNQkb4K5DX0$_$7,bNQkb4K5DX0,A0,2,1,2.385160446166992,0.5455377697944641,0.326999694108963,2.3851601611822844,0.5455377530306578,0.3269996624439955,2.849847078323364e-07,True
|
||||
bWunvAd96zI$_$1,bWunvAd96zI,A0,2,1,0.11692027747631073,0.255693644285202,0.39963269233703613,0.11692025574545065,0.2556936076531807,0.3996327302108208,3.7873784664022025e-08,True
|
||||
bWunvAd96zI$_$2,bWunvAd96zI,A0,0,1,0.3245559632778168,0.14114001393318176,0.008140414953231812,0.32455598205948866,0.14114001036311188,0.008140411383161942,1.8781671884404716e-08,True
|
||||
bWunvAd96zI$_$5,bWunvAd96zI,A0,2,1,0.1807715892791748,0.2755645215511322,0.18357472121715546,0.18077158244947591,0.2755645147214333,0.18357471438745654,6.829698917520943e-09,True
|
||||
bWunvAd96zI$_$4,bWunvAd96zI,A0,2,1,1.524156093597412,0.27178138494491577,0.333164781332016,1.5241560569653907,0.27178142281870044,0.3331647446999947,3.7873784664022025e-08,True
|
||||
bj9e8w4vNxo$_$12,bj9e8w4vNxo,A0,2,1,1.0616986751556396,0.3609060049057007,0.22846952080726624,1.06169882727166,0.36090603781243163,0.228469538812836,1.521160204465133e-07,True
|
||||
bpvYdXVlgvc$_$1,bpvYdXVlgvc,A0,2,0,-0.41748738288879395,0.31820061802864075,0.11624112725257874,-0.4174874421829978,0.3182006034379204,0.11624112383772929,5.929420388017803e-08,True
|
||||
bpvYdXVlgvc$_$3,bpvYdXVlgvc,A0,0,2,1.067017674446106,-0.3952380418777466,-0.013312207534909248,1.0670177023857832,-0.3952380437403917,-0.0133121395483613,6.798654794866466e-08,True
|
||||
bpvYdXVlgvc$_$4,bpvYdXVlgvc,A0,0,1,1.5943386554718018,-0.012958593666553497,0.06723512709140778,1.5943388182980318,-0.012958574263999857,0.06723509806518753,1.628262300545913e-07,True
|
||||
bpvYdXVlgvc$_$6,bpvYdXVlgvc,A0,0,1,1.9172813892364502,-0.08634893596172333,0.10506454855203629,1.9172814576886594,-0.08634889917448163,0.1050645518116653,6.845220923423767e-08,True
|
||||
c1a1y9ytHH0$_$0,c1a1y9ytHH0,A0,2,1,-0.09254080057144165,0.23692050576210022,0.21332845091819763,-0.09254076269765694,0.23692048403124014,0.21332842918733752,3.787378470565539e-08,True
|
||||
c1a1y9ytHH0$_$3,c1a1y9ytHH0,A0,1,2,0.7049077153205872,-0.31607508659362793,-0.11249859631061554,0.7049078090737263,-0.31607505244513345,-0.11249858451386292,9.375313914095074e-08,True
|
||||
c1a1y9ytHH0$_$7,c1a1y9ytHH0,A0,2,1,0.38227635622024536,0.36926665902137756,0.08545628190040588,0.38227636429170764,0.36926665219167865,0.085456275070707,8.071462276326713e-09,True
|
||||
c5cB7AfVgcE$_$12,c5cB7AfVgcE,A0,2,1,1.4386470317840576,0.4814754128456116,-0.23849940299987793,1.4386469554156065,0.4814753662794828,-0.23849934525787828,7.636845111846924e-08,True
|
||||
c5cB7AfVgcE$_$5,c5cB7AfVgcE,A0,2,0,0.30001863837242126,0.2802889049053192,0.0315893292427063,0.30001864427079755,0.2802888661002119,0.03158931465198596,3.8805107294148655e-08,True
|
||||
d8BR6hsvzoY$_$1,d8BR6hsvzoY,A0,2,1,1.069306492805481,0.2667224407196045,-0.07439984381198883,1.069306267425418,0.26672243885695934,-0.07439984567463398,2.253800630569458e-07,True
|
||||
d8BR6hsvzoY$_$0,d8BR6hsvzoY,A0,1,2,1.5229579210281372,-0.06767217814922333,0.07235985994338989,1.5229579204072554,-0.06767214524249235,0.07235981834431489,4.15990750041173e-08,True
|
||||
d8BR6hsvzoY$_$2,d8BR6hsvzoY,A0,2,1,1.394056797027588,0.2801071107387543,-0.06082642450928688,1.3940567641208568,0.28010715233782923,-0.06082640526195367,4.159907496248394e-08,True
|
||||
d8BR6hsvzoY$_$5,d8BR6hsvzoY,A0,1,2,0.6151120066642761,-0.1994154453277588,0.07088518887758255,0.615112059439222,-0.19941543725629646,0.07088521557549635,5.277494585786968e-08,True
|
||||
d8BR6hsvzoY$_$6,d8BR6hsvzoY,A0,1,2,1.3161547183990479,-0.20228415727615356,0.12144115567207336,1.316154737646381,-0.20228414547940093,0.12144116001824537,1.9247333060690153e-08,True
|
||||
d8BR6hsvzoY$_$9,d8BR6hsvzoY,A0,1,2,0.7532942295074463,-0.2138703167438507,0.055862411856651306,0.7532941804577906,-0.2138703359911839,0.055862411235769585,4.904965567043007e-08,True
|
||||
d8BR6hsvzoY$_$8,d8BR6hsvzoY,A0,2,0,1.0856825113296509,0.11177867650985718,0.08165362477302551,1.085682512881855,0.11177870413909355,0.08165363750110069,2.7629236371007337e-08,True
|
||||
dBWvtPeHpWM$_$4,dBWvtPeHpWM,A0,2,1,0.6340305805206299,0.42243924736976624,0.8262718915939331,0.6340305885920922,0.4224392852435509,0.8262718102584281,8.133550499778153e-08,True
|
||||
dEDbm2ubVRQ$_$0,dEDbm2ubVRQ,A0,1,2,0.5576908588409424,-0.11447197198867798,-0.12083998322486877,0.557690870637695,-0.11447200489540894,-0.12083998632927734,3.290673096512098e-08,True
|
||||
dEDbm2ubVRQ$_$3,dEDbm2ubVRQ,A0,1,2,0.49569031596183777,-0.27696722745895386,0.09394100308418274,0.4956903861214717,-0.2769672616074482,0.09394100246330102,7.015963393586233e-08,True
|
||||
dEDbm2ubVRQ$_$8,dEDbm2ubVRQ,A0,2,1,0.1476394534111023,0.16897034645080566,-0.05330938845872879,0.147639449685812,0.16897037252783775,-0.05330940894782542,2.60770320892334e-08,True
|
||||
dt641WxonBI$_$1,dt641WxonBI,A0,2,1,-0.14386802911758423,0.2696474492549896,0.571388840675354,-0.14386809058487413,0.26964747719466686,0.5713888388127089,6.1467289896866e-08,True
|
||||
dt641WxonBI$_$3,dt641WxonBI,A0,2,1,0.07385143637657166,0.22038626670837402,0.06125623360276222,0.07385143203039964,0.2203862698127826,0.061256225531299904,8.071462317960076e-09,True
|
||||
eOiC1kb17P4$_$0,eOiC1kb17P4,A0,2,1,1.6199891567230225,0.2151477336883545,0.6267256140708923,1.6199889735629158,0.2151476473857959,0.6267254607131083,1.8316010663710358e-07,True
|
||||
erNDEjQeox8$_$12,erNDEjQeox8,A0,2,0,0.4920696020126343,0.19647082686424255,0.13736270368099213,0.4920695985977848,0.1964707936470707,0.1373626183097561,8.537123602492258e-08,True
|
||||
ewBrNsyY82Q$_$4,ewBrNsyY82Q,A0,2,1,0.9068028926849365,0.1362188756465912,0.1717958301305771,0.9068029802292585,0.1362189780920744,0.17179579846560955,1.0244548320770264e-07,True
|
||||
fWOIAxzBQFY$_$12,fWOIAxzBQFY,A0,1,2,1.3183692693710327,-0.3054397404193878,-0.5575852990150452,1.3183693258712688,-0.3054397584249576,-0.5575852425148089,5.65002362673539e-08,True
|
||||
fWOIAxzBQFY$_$5,fWOIAxzBQFY,A0,2,1,1.0673065185546875,0.23898068070411682,0.5067977905273438,1.0673065291096766,0.23898071361084777,0.5067978308846552,4.035731149265587e-08,True
|
||||
fWOIAxzBQFY$_$7,fWOIAxzBQFY,A0,2,1,0.7690715789794922,0.19474118947982788,0.2363094985485077,0.7690715324133633,0.19474126957356927,0.23630954883992672,8.009374138917558e-08,True
|
||||
f_ZJ7L14oYQ$_$11,f_ZJ7L14oYQ,A0,2,0,1.3381590843200684,0.10550273954868317,0.026884475722908974,1.3381589896356065,0.10550271191944678,0.026884556127091248,9.468446182658852e-08,True
|
||||
f_ZJ7L14oYQ$_$27,f_ZJ7L14oYQ,A0,2,0,0.8744496703147888,0.14066672325134277,0.10001957416534424,0.8744495278224348,0.1406667148694396,0.10001955833286047,1.4249235402719052e-07,True
|
||||
f_ZJ7L14oYQ$_$21,f_ZJ7L14oYQ,A0,0,2,3.651538848876953,-0.030349306762218475,-0.041467756032943726,3.6515391956393914,-0.030349362331132092,-0.04146779856334129,3.467624383191037e-07,True
|
||||
f_ZJ7L14oYQ$_$17,f_ZJ7L14oYQ,A0,0,2,0.46030598878860474,-0.026118002831935883,-0.2385561764240265,0.4603060741598407,-0.02611801431824763,-0.23855618045975763,8.537123596941143e-08,True
|
||||
f_ZJ7L14oYQ$_$9,f_ZJ7L14oYQ,A0,2,0,1.100287914276123,0.041595458984375,0.17963247001171112,1.1002878413225212,0.04159549033890167,0.179632479014496,7.295360182624222e-08,True
|
||||
f_ZJ7L14oYQ$_$8,f_ZJ7L14oYQ,A0,2,0,0.28936225175857544,0.15450379252433777,0.04408787563443184,0.28936220674465096,0.1545038145656387,0.04408789208779732,4.501392447675556e-08,True
|
||||
ffrJ91swyq0$_$1,ffrJ91swyq0,A0,2,1,1.994149923324585,0.1033247709274292,0.0028365515172481537,1.9941497156396506,0.10332476813346146,0.0028365515172481533,2.0768493436129631e-07,True
|
||||
g8Cl74tS3oY$_$2,g8Cl74tS3oY,A0,0,1,0.796684980392456,-0.07748103141784668,0.1721644103527069,0.7966850575370092,-0.07748107720787326,0.17216445024435717,7.714455318996727e-08,True
|
||||
g8Cl74tS3oY$_$6,g8Cl74tS3oY,A0,2,1,2.614515781402588,0.15007945895195007,0.2893514931201935,2.6145158341775336,0.15007951172689596,0.2893513819823662,1.1113782727445454e-07,True
|
||||
gR4gM_WXesQ$_$10,gR4gM_WXesQ,A0,1,0,0.7611213326454163,-0.034815140068531036,0.05694793909788132,0.7611213815398514,-0.03481516195461154,0.056947945151478045,4.889443516731262e-08,True
|
||||
gR4gM_WXesQ$_$26,gR4gM_WXesQ,A0,0,1,0.7951063513755798,0.03842228278517723,-0.05544251203536987,0.7951063720198969,0.03842222706104318,-0.05544255099569757,5.5724134050139096e-08,True
|
||||
gR4gM_WXesQ$_$20,gR4gM_WXesQ,A0,2,1,1.1492313146591187,0.19113411009311676,0.14316326379776,1.1492312879612048,0.19113409829636413,0.143163222198685,4.159907501799509e-08,True
|
||||
gR4gM_WXesQ$_$24,gR4gM_WXesQ,A0,0,1,1.0538804531097412,0.05401810631155968,-0.06147845834493637,1.053880497968445,0.05401814744497338,-0.06147844701384504,4.485870386261581e-08,True
|
||||
gR4gM_WXesQ$_$18,gR4gM_WXesQ,A0,0,1,2.187410831451416,0.06497570872306824,-0.0409591943025589,2.187411095481366,0.06497572688385844,-0.040959032718092196,2.6402994990348816e-07,True
|
||||
gR4gM_WXesQ$_$3,gR4gM_WXesQ,A0,0,1,0.9992805123329163,0.0317271426320076,-0.050480786710977554,0.9992805143507817,0.03172715582574407,-0.05048076420401533,2.2506962224499993e-08,True
|
||||
gR4gM_WXesQ$_$4,gR4gM_WXesQ,A0,2,1,1.7624486684799194,0.1367359459400177,0.17840924859046936,1.7624485275397697,0.13673604341844717,0.17840922685960928,1.4094014977317215e-07,True
|
||||
gR4gM_WXesQ$_$8,gR4gM_WXesQ,A0,2,1,0.6753627061843872,0.08731676638126373,0.0883542150259018,0.6753627043217421,0.08731675706803799,0.08835422061383724,9.313225746154785e-09,True
|
||||
gVqs4TzqySw$_$1,gVqs4TzqySw,A0,2,1,1.4247902631759644,0.5556161999702454,-0.3637867569923401,1.4247902613133192,0.5556162875145674,-0.36378672905266285,8.754432201385498e-08,True
|
||||
gVqs4TzqySw$_$3,gVqs4TzqySw,A0,2,1,0.3189504146575928,0.4663954973220825,-0.20887739956378937,0.31895039913554984,0.4663954557230075,-0.20887739273409048,4.159907501799509e-08,True
|
||||
gVqs4TzqySw$_$2,gVqs4TzqySw,A0,2,1,0.2880055904388428,0.5002044439315796,-0.24544179439544678,0.288005581125617,0.5002044346183538,-0.2454417813569307,1.3038516072372275e-08,True
|
||||
gVqs4TzqySw$_$4,gVqs4TzqySw,A0,2,1,0.2562249004840851,0.37604406476020813,-0.16329969465732574,0.25622483901679516,0.37604403309524054,-0.1632996816188097,6.146728992462158e-08,True
|
||||
goMtnNHQ_z4$_$1,goMtnNHQ_z4,A0,2,1,0.6439304947853088,0.13867101073265076,0.6860337257385254,0.6439305078238249,0.1386710088700056,0.6860336791723967,4.6566128730773926e-08,True
|
||||
goMtnNHQ_z4$_$2,goMtnNHQ_z4,A0,2,1,2.4699652194976807,0.1974194347858429,0.49756741523742676,2.469965312009056,0.19741942298909027,0.49756753755112487,1.2231369811432913e-07,True
|
||||
goMtnNHQ_z4$_$13,goMtnNHQ_z4,A0,2,1,2.3958232402801514,0.1373375952243805,0.18687766790390015,2.3958233228574195,0.13733763309816518,0.18687769087652364,8.257726813454269e-08,True
|
||||
goMtnNHQ_z4$_$12,goMtnNHQ_z4,A0,1,2,1.1727638244628906,-0.10985991358757019,-0.22229106724262238,1.1727637307097514,-0.1098599142084519,-0.22229104178647197,9.375313925197304e-08,True
|
||||
hqzF4IDaIYE$_$0,hqzF4IDaIYE,A0,0,2,1.4169490337371826,-0.48052340745925903,-0.5986071228981018,1.4169490793719888,-0.48052342142909765,-0.5986070474609733,7.543712854385376e-08,True
|
||||
hqzF4IDaIYE$_$3,hqzF4IDaIYE,A0,2,1,1.895604133605957,0.5215113759040833,0.05548357218503952,1.8956041528532899,0.5215113057444493,0.05548356535534064,7.015963399137348e-08,True
|
||||
hqzF4IDaIYE$_$2,hqzF4IDaIYE,A0,2,1,2.292843818664551,0.5843561887741089,-0.24961543083190918,2.292844097440441,0.5843562440325816,-0.2496154128263394,2.7877589037217376e-07,True
|
||||
hqzF4IDaIYE$_$4,hqzF4IDaIYE,A0,2,1,0.3490751087665558,0.3221058249473572,-0.045641422271728516,0.34907509945333004,0.3221058454364538,-0.045641349628567696,7.264316082000732e-08,True
|
||||
hqzF4IDaIYE$_$6,hqzF4IDaIYE,A0,0,2,1.0437813997268677,-0.4336078464984894,-0.4211235046386719,1.0437814006581903,-0.4336078157648444,-0.4211234888061881,3.073364496231079e-08,True
|
||||
hvfaYsv7p8E$_$0,hvfaYsv7p8E,A0,0,1,1.2158164978027344,0.027664337307214737,-0.3210217356681824,1.2158164855403202,0.027664310143639643,-0.32102168832595146,4.734223091329426e-08,True
|
||||
iUXqlrui25c$_$10,iUXqlrui25c,A0,0,1,1.0622379779815674,-0.02424440160393715,-0.20946218073368073,1.0622379179112613,-0.02424439275637269,-0.20946215884760022,6.007030606269836e-08,True
|
||||
iUXqlrui25c$_$21,iUXqlrui25c,A0,2,1,0.6949632167816162,0.10858338326215744,0.09701031446456909,0.6949631652484337,0.10858342113594213,0.09701032998661199,5.153318249906391e-08,True
|
||||
iUXqlrui25c$_$23,iUXqlrui25c,A0,2,1,0.39030522108078003,0.2404370903968811,0.09302400052547455,0.3903051372617483,0.24043705873191357,0.09302400611341,8.381903171539307e-08,True
|
||||
icbUzboLcDQ$_$0,icbUzboLcDQ,A0,2,1,1.6873043775558472,0.46803027391433716,0.23103713989257812,1.6873043334732452,0.46803021493057406,0.23103705855707327,8.133550485900365e-08,True
|
||||
ioupaiAuRr0$_$5,ioupaiAuRr0,A0,2,1,1.2158759832382202,-0.022465020418167114,0.014909437857568264,1.2158759689579406,-0.022465003964801628,0.01490940867612759,2.9181440673597958e-08,True
|
||||
ioupaiAuRr0$_$4,ioupaiAuRr0,A0,2,1,0.2339991331100464,-0.07018322497606277,0.04902820289134979,0.2339991306265195,-0.07018324142942825,0.049028178987403706,2.390394608642321e-08,True
|
||||
jICmfLeFymA$_$16,jICmfLeFymA,A0,2,1,2.5322012901306152,0.4126597046852112,0.646844744682312,2.5322007816284895,0.41265976242721075,0.6468447726219891,5.085021257400513e-07,True
|
||||
jPrEKz1rAno$_$11,jPrEKz1rAno,A0,2,1,0.14193874597549438,0.30420470237731934,-0.23879465460777283,0.14193866712351638,0.3042047390093406,-0.23879464777807394,7.885197800261423e-08,True
|
||||
jPrEKz1rAno$_$7,jPrEKz1rAno,A0,2,1,0.822892963886261,0.39740467071533203,-0.17560797929763794,0.8228929222871859,0.3974046887209018,-0.17560796129206815,4.159907507350624e-08,True
|
||||
jPrEKz1rAno$_$6,jPrEKz1rAno,A0,1,2,0.34958890080451965,-0.34289056062698364,0.2659807503223419,0.3495889498541752,-0.3428905600061019,0.2659807956467072,4.904965555940777e-08,True
|
||||
k5ZOshC2LP4$_$1,k5ZOshC2LP4,A0,2,0,-0.8116117715835571,0.29650774598121643,0.7026200294494629,-0.81161169304202,0.29650775001694757,0.7026200781886776,7.854153716291279e-08,True
|
||||
kbGhEJ4W44o$_$0,kbGhEJ4W44o,A0,2,0,-0.7372136116027832,0.302145391702652,0.5112630128860474,-0.737213607567052,0.3021453957383831,0.5112628977124889,1.1517355846812904e-07,True
|
||||
kfsO4c0Ekes$_$7,kfsO4c0Ekes,A0,2,1,3.4689278602600098,0.15811996161937714,-0.09100615978240967,3.4689277342210207,0.15811989518503347,-0.09100613680978616,1.260389890234137e-07,True
|
||||
kvUb78Rdzdc$_$3,kvUb78Rdzdc,A0,2,1,2.670219898223877,0.08134935051202774,-0.4643459916114807,2.670220050339897,0.08134948027630647,-0.4643459587047497,1.5211602022446868e-07,True
|
||||
lO87-4Kf0cQ$_$2,lO87-4Kf0cQ,A0,1,2,0.8838244080543518,-0.23441019654273987,0.23262447118759155,0.8838244670381148,-0.23441024931768573,0.2326245003690322,5.898376298496544e-08,True
|
||||
lO87-4Kf0cQ$_$5,lO87-4Kf0cQ,A0,1,2,0.473716676235199,-0.27994638681411743,0.20024515688419342,0.47371660110851127,-0.27994639861087,0.20024517488976318,7.512668770415232e-08,True
|
||||
lWf5hHRHIDs$_$11,lWf5hHRHIDs,A0,2,1,1.7174148559570312,0.3308553397655487,0.35036855936050415,1.7174147199839351,0.33085535280406475,0.35036864690482616,1.3597309611590447e-07,True
|
||||
lawHYX5eB20$_$1,lawHYX5eB20,A0,1,2,0.35345450043678284,-0.15481746196746826,-0.004310354590415955,0.35345451906323433,-0.15481748059391975,-0.004310349002480507,1.862645149230957e-08,True
|
||||
lawHYX5eB20$_$2,lawHYX5eB20,A0,2,1,0.7681068778038025,0.22587883472442627,-0.01969398558139801,0.7681069951504469,0.2258787881582975,-0.01969398744404316,1.1734664440155029e-07,True
|
||||
mHGaQ_nv9UY$_$13,mHGaQ_nv9UY,A0,2,1,0.45990073680877686,0.1576935350894928,-0.034543368965387344,0.45990074425935745,0.15769357234239578,-0.0345433559268713,3.725290298461914e-08,True
|
||||
mHGaQ_nv9UY$_$14,mHGaQ_nv9UY,A0,2,1,0.8585626482963562,0.19912303984165192,-0.02293475903570652,0.8585625654086471,0.19912303145974872,-0.02293478325009346,8.288770914077759e-08,True
|
||||
mHGaQ_nv9UY$_$17,mHGaQ_nv9UY,A0,2,1,-0.07816469669342041,0.1592700034379959,-0.031613267958164215,-0.07816462994863589,0.15927000312755504,-0.03161322822173436,6.674478451873522e-08,True
|
||||
mHGaQ_nv9UY$_$22,mHGaQ_nv9UY,A0,0,1,1.9073361158370972,0.05717819929122925,-0.10155950486660004,1.9073362103663383,0.05717830127105116,-0.10155943641439079,1.01979821913456e-07,True
|
||||
mHGaQ_nv9UY$_$5,mHGaQ_nv9UY,A0,0,2,0.8466269969940186,-0.15128929913043976,-0.027902308851480484,0.8466269240404168,-0.15128925287475187,-0.027902335238953427,7.295360171521992e-08,True
|
||||
mHGaQ_nv9UY$_$4,mHGaQ_nv9UY,A0,0,1,1.3095539808273315,0.08738420903682709,-0.04732486605644226,1.309553925724079,0.08738417256002624,-0.04732492674763004,6.069118777679572e-08,True
|
||||
mLW-jn67gRE$_$20,mLW-jn67gRE,A0,2,1,1.715427041053772,0.17384810745716095,0.08253828436136246,1.7154271708180504,0.1738481329133113,0.08253825021286805,1.297642784336972e-07,True
|
||||
mLW-jn67gRE$_$17,mLW-jn67gRE,A0,2,1,0.7799251079559326,0.13750414550304413,0.37744221091270447,0.7799249918510515,0.1375041188051303,0.377442214017113,1.1610488115376683e-07,True
|
||||
mLW-jn67gRE$_$1,mLW-jn67gRE,A0,1,2,0.49272626638412476,-0.20204852521419525,-0.14684396982192993,0.49272618877391017,-0.20204850596686202,-0.14684399527808029,7.761021458829731e-08,True
|
||||
mLW-jn67gRE$_$3,mLW-jn67gRE,A0,1,2,0.5449494123458862,-0.1560872197151184,-0.27480581402778625,0.5449494142085314,-0.15608720295131207,-0.2748057972639799,1.6763806343078613e-08,True
|
||||
mLW-jn67gRE$_$5,mLW-jn67gRE,A0,2,1,0.7985256314277649,0.1490771323442459,0.20187219977378845,0.7985255823781092,0.14907713544865447,0.20187213582297164,6.395081680876658e-08,True
|
||||
mLW-jn67gRE$_$6,mLW-jn67gRE,A0,0,2,1.7133654356002808,-0.20980355143547058,-0.4392969012260437,1.713365590510269,-0.20980356043825546,-0.43929691022882855,1.5490998817035972e-07,True
|
||||
mLW-jn67gRE$_$9,mLW-jn67gRE,A0,2,0,-0.4558922350406647,0.18219080567359924,0.30344027280807495,-0.455892295576632,0.18219082709401846,0.3034402718767524,6.05359673500061e-08,True
|
||||
mjpCK2Edsv8$_$0,mjpCK2Edsv8,A0,2,1,2.54824161529541,0.35352933406829834,0.1957390308380127,2.5482419934123755,0.353529354557395,0.19573898427188396,3.781169652938843e-07,True
|
||||
nUZYqTRSGDw$_$4,nUZYqTRSGDw,A0,0,2,3.376805067062378,-0.2801245152950287,-0.8288112878799438,3.3768051971370974,-0.2801245193307598,-0.8288113366191585,1.300747194399321e-07,True
|
||||
nyzIL6YAonY$_$5,nyzIL6YAonY,A0,2,1,2.9649930000305176,0.09685558080673218,0.33779430389404297,2.9649925536165633,0.09685551437238851,0.3377943939218918,4.464139542470491e-07,True
|
||||
nyzIL6YAonY$_$6,nyzIL6YAonY,A0,2,1,1.674710988998413,0.24342572689056396,0.27913492918014526,1.6747110020369291,0.24342573992908,0.27913483791053295,9.12696123123169e-08,True
|
||||
ooAF6I-fmTg$_$3,ooAF6I-fmTg,A0,0,1,0.6201575994491577,0.08355269581079483,0.12993669509887695,0.6201575300656259,0.08355262270197272,0.12993666296824813,7.310882210731506e-08,True
|
||||
ooAF6I-fmTg$_$5,ooAF6I-fmTg,A0,1,2,-0.04062029719352722,-0.2574031949043274,0.47469180822372437,-0.0406203002979358,-0.25740319800873596,0.4746918796251217,7.140139735017925e-08,True
|
||||
ooAF6I-fmTg$_$7,ooAF6I-fmTg,A0,0,1,2.735593557357788,0.08862446248531342,0.1554391086101532,2.7355936580958464,0.08862441421175996,0.15543920189763108,1.0073805833954452e-07,True
|
||||
pOrk7fl1AYo$_$1,pOrk7fl1AYo,A0,1,2,1.0331895351409912,-0.1909058839082718,-0.30625832080841064,1.0331895469377437,-0.19090591681500274,-0.3062583388139804,3.290673095124319e-08,True
|
||||
pOrk7fl1AYo$_$3,pOrk7fl1AYo,A0,2,1,1.0658910274505615,0.18205198645591736,0.25831276178359985,1.0658909659832716,0.18205192498862743,0.25831273011863226,6.146728992462158e-08,True
|
||||
pOrk7fl1AYo$_$2,pOrk7fl1AYo,A0,0,1,0.06830334663391113,-0.022564008831977844,0.210627019405365,0.06830335423971215,-0.02256401240204771,0.21062704191232717,2.250696218286663e-08,True
|
||||
pOrk7fl1AYo$_$4,pOrk7fl1AYo,A0,0,1,1.4290122985839844,-0.05157449096441269,-0.03659585118293762,1.4290122416180866,-0.051574506952116884,-0.03659586344535152,5.696589777670624e-08,True
|
||||
q9yDL81QppI$_$1,q9yDL81QppI,A0,1,2,0.037101566791534424,-0.3586936891078949,0.5311515927314758,0.0371015736212333,-0.3586936673770348,0.5311515399565299,5.2774945968891984e-08,True
|
||||
q9yDL81QppI$_$0,q9yDL81QppI,A0,2,1,0.41972416639328003,0.3291071057319641,-0.40651363134384155,0.41972410989304376,0.32910708648463083,-0.40651356118420756,7.015963399137348e-08,True
|
||||
q9yDL81QppI$_$2,q9yDL81QppI,A0,1,2,-0.024746477603912354,-0.33875319361686707,0.5509322881698608,-0.02474643600483735,-0.33875325632592035,0.5509322850654522,6.270905328342735e-08,True
|
||||
qK77ZmbqmOM$_$9,qK77ZmbqmOM,A0,2,1,-0.15795227885246277,0.20344212651252747,0.45931464433670044,-0.15795222111046314,0.2034420948475599,0.45931461267173285,5.774199962615967e-08,True
|
||||
qK77ZmbqmOM$_$0,qK77ZmbqmOM,A0,1,2,0.38867467641830444,0.06538057327270508,-0.3931472599506378,0.3886747285723686,0.06538057886064053,-0.39314728230237955,5.21540641784668e-08,True
|
||||
qY1sXq-YCHs$_$8,qY1sXq-YCHs,A0,1,0,0.03323526680469513,0.04021841287612915,-0.06320543587207794,0.033235246781259775,0.04021840402856469,-0.0632054335437715,2.0023435354232788e-08,True
|
||||
qmMSumMloAs$_$1,qmMSumMloAs,A0,2,1,3.0967373847961426,0.039577484130859375,-0.23490676283836365,3.096736703688899,0.03957748475174109,-0.23490671378870803,6.811072434942389e-07,True
|
||||
qmMSumMloAs$_$3,qmMSumMloAs,A0,2,1,3.3787178993225098,-0.011961642652750015,-0.2420530766248703,3.3787179086357355,-0.011961797252297401,-0.2420531865209341,1.5459954738616943e-07,True
|
||||
qmMSumMloAs$_$2,qmMSumMloAs,A0,2,0,2.1334755420684814,0.1362893283367157,-0.34859347343444824,2.1334756876652436,0.13628933982302743,-0.34859346939871705,1.4559676220216033e-07,True
|
||||
r13W4H8ZhqI$_$12,r13W4H8ZhqI,A0,0,1,0.07292858511209488,-0.12649111449718475,0.05694049969315529,0.07292860016847649,-0.1264911143419643,0.05694049612308542,1.5056381613698377e-08,True
|
||||
r13W4H8ZhqI$_$1,r13W4H8ZhqI,A0,2,1,0.9735257029533386,0.17396043241024017,0.1269710510969162,0.9735258178164561,0.1739604951192935,0.12697101694842178,1.1486311746189415e-07,True
|
||||
r13W4H8ZhqI$_$5,r13W4H8ZhqI,A0,1,2,0.4377180337905884,-0.1247830018401146,-0.062485694885253906,0.43771800212562084,-0.12478300370275973,-0.062485752627253525,5.7741999619220774e-08,True
|
||||
r13W4H8ZhqI$_$8,r13W4H8ZhqI,A0,2,1,0.9816274046897888,0.18176250159740448,-0.10038396716117859,0.9816274152447779,0.18176249725123245,-0.10038399385909239,2.669791379639186e-08,True
|
||||
r5ijC2W9ddk$_$8,r5ijC2W9ddk,A0,2,1,1.5550227165222168,0.06692039221525192,0.5133183002471924,1.5550227283189693,0.06692031087974706,0.5133182524393002,8.133550485900365e-08,True
|
||||
r5ijC2W9ddk$_$0,r5ijC2W9ddk,A0,1,0,0.7957523465156555,0.14529666304588318,-0.03788388520479202,0.7957523935474455,0.1452966765500605,-0.03788383072242141,5.448237061500549e-08,True
|
||||
r9tgDqXEcuc$_$4,r9tgDqXEcuc,A0,2,1,0.5210860371589661,-0.06479842960834503,0.1903793066740036,0.5210861675441265,-0.06479842774569988,0.1903793178498745,1.30385160446167e-07,True
|
||||
rf0yDSeVEUA$_$1,rf0yDSeVEUA,A0,2,1,2.763671875,0.3513100743293762,0.7343869209289551,2.763672141358256,0.35131007246673107,0.7343868296593428,2.6635825589593765e-07,True
|
||||
rf0yDSeVEUA$_$0,rf0yDSeVEUA,A0,2,1,2.704118490219116,0.2898652255535126,0.8766478896141052,2.7041185280929008,0.2898651740203301,0.8766479870925347,9.747842943941265e-08,True
|
||||
rf0yDSeVEUA$_$3,rf0yDSeVEUA,A0,2,0,1.3590199947357178,0.34866032004356384,0.7798687219619751,1.3590199640020728,0.3486603042110801,0.7798686912283301,3.073364496231079e-08,True
|
||||
rojyUp4FPSg$_$26,rojyUp4FPSg,A0,2,1,1.3461015224456787,0.22949765622615814,0.26237010955810547,1.3461017614851394,0.2294977239022652,0.2623701697836319,2.390394606699431e-07,True
|
||||
rojyUp4FPSg$_$20,rojyUp4FPSg,A0,2,0,0.1260678768157959,0.09493222832679749,0.5176467895507812,0.12606791810443002,0.09493220256020625,0.5176466967289646,9.282181667735756e-08,True
|
||||
rojyUp4FPSg$_$21,rojyUp4FPSg,A0,2,0,2.3947196006774902,0.19386540353298187,0.6559659242630005,2.394719997110466,0.19386535293112195,0.6559659630681077,3.9643297577995895e-07,True
|
||||
rojyUp4FPSg$_$23,rojyUp4FPSg,A0,2,0,2.159116744995117,0.016835570335388184,0.7234585285186768,2.159117109142244,0.016835509799420834,0.723458713851869,3.641471266746521e-07,True
|
||||
rojyUp4FPSg$_$5,rojyUp4FPSg,A0,1,2,0.37411990761756897,-0.24050427973270416,-0.10115597397089005,0.3741198759526014,-0.2405043337494135,-0.1011559497565031,5.4016709327697754e-08,True
|
||||
rojyUp4FPSg$_$7,rojyUp4FPSg,A0,2,1,2.2659337520599365,0.25281769037246704,0.2425670474767685,2.265933457141121,0.25281766367455316,0.24256708038349944,2.94918815590961e-07,True
|
||||
rojyUp4FPSg$_$9,rojyUp4FPSg,A0,0,2,1.55142080783844,-0.08948706835508347,-0.4909325838088989,1.5514208621655898,-0.08948707735786834,-0.4909325294817487,5.432715022291035e-08,True
|
||||
rojyUp4FPSg$_$10,rojyUp4FPSg,A0,2,1,1.834231972694397,0.18498653173446655,0.30169156193733215,1.8342319062600532,0.18498653980592886,0.30169152530531085,6.643434380393387e-08,True
|
||||
rojyUp4FPSg$_$12,rojyUp4FPSg,A0,2,1,2.3415660858154297,0.16387362778186798,0.35744279623031616,2.3415660616010427,0.1638736855238676,0.3574428614228964,6.51925802230835e-08,True
|
||||
rojyUp4FPSg$_$16,rojyUp4FPSg,A0,2,1,0.5754765272140503,0.16559290885925293,0.5108281373977661,0.5754763937244812,0.16559290202955404,0.510828152919809,1.3348956906522602e-07,True
|
||||
rojyUp4FPSg$_$18,rojyUp4FPSg,A0,2,1,1.0798121690750122,0.19494357705116272,0.3559418320655823,1.0798122293005386,0.1949435553203026,0.35594181778530276,6.022552634377121e-08,True
|
||||
rojyUp4FPSg$_$37,rojyUp4FPSg,A0,2,1,2.0497255325317383,0.31086164712905884,0.28698912262916565,2.0497256945818663,0.31086154095828533,0.2869890909641981,1.6205012798309326e-07,True
|
||||
rojyUp4FPSg$_$36,rojyUp4FPSg,A0,2,0,1.9882320165634155,0.03932369500398636,0.541286826133728,1.988231991417706,0.03932363074272871,0.5412869201973081,9.406358003616333e-08,True
|
||||
rojyUp4FPSg$_$34,rojyUp4FPSg,A0,2,1,1.7584612369537354,0.2798903286457062,0.3922637701034546,1.7584610811124244,0.2798902324090401,0.3922636291633049,1.558413109670198e-07,True
|
||||
rojyUp4FPSg$_$32,rojyUp4FPSg,A0,2,1,1.6395431756973267,0.24174879491329193,0.27111104130744934,1.639543293043971,0.24174874834716317,0.2711110692471265,1.1734664440155029e-07,True
|
||||
rwNlqh0k1j4$_$15,rwNlqh0k1j4,A0,2,1,2.0984926223754883,0.21337267756462097,0.11654877662658691,2.098492615545789,0.21337271543840566,0.11654876979688802,3.78737846917776e-08,True
|
||||
rwNlqh0k1j4$_$3,rwNlqh0k1j4,A0,0,1,2.9810853004455566,-0.156810462474823,0.2578844428062439,2.981085495557636,-0.15681037167087195,0.25788449635729194,1.9511207938194275e-07,True
|
||||
rwNlqh0k1j4$_$2,rwNlqh0k1j4,A0,2,1,0.03246051073074341,0.21983426809310913,0.06814965605735779,0.03246048899988333,0.21983429106573263,0.06814967902998129,2.2972623497929945e-08,True
|
||||
rwNlqh0k1j4$_$7,rwNlqh0k1j4,A0,0,1,0.9247339963912964,-0.13860633969306946,0.2261280119419098,0.9247338611943026,-0.1386063780325154,0.22612804810826972,1.3519699382236183e-07,True
|
||||
sC16n1k66io$_$2,sC16n1k66io,A0,2,1,2.587498426437378,-0.0582808218896389,0.4219047725200653,2.587498538816968,-0.058280832444628075,0.42190481039384997,1.123795900781488e-07,True
|
||||
sC16n1k66io$_$16,sC16n1k66io,A0,2,1,1.7929356098175049,-0.03730812668800354,0.16358382999897003,1.7929357594499984,-0.0373081707706054,0.16358379336694875,1.4963249350685714e-07,True
|
||||
sPremsknoLM$_$1,sPremsknoLM,A0,1,2,0.9691356420516968,-0.10327404737472534,0.03768227621912956,0.9691357246289649,-0.10327409518261749,0.03768226566414038,8.257726813454269e-08,True
|
||||
ssqiwP19JhM$_$10,ssqiwP19JhM,A0,2,0,-0.42643553018569946,0.17022137343883514,0.559855043888092,-0.4264355162158608,0.17022140230983496,0.559855087660253,4.377216100692749e-08,True
|
||||
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|
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{
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}
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|
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03,training_seed,42,2026,0.3630048491925753,0.25,True,text,text
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03,training_seed,3407,2026,0.46951219174139236,0.42857142857142855,True,text,text
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04,training_seed,42,2026,0.8927005031791715,0.42857142857142855,True,text,text
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04,training_seed,3407,2026,-0.7305687343743422,0.25,True,text,text
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05,training_seed,42,3407,0.538455262515,0.42857142857142855,True,text,text
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05,training_seed,42,2026,0.22101870758677192,0.42857142857142855,True,text,text
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05,training_seed,3407,2026,0.5612696931193305,0.25,True,text,text
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01,input_perturbation_1pct,base,gaussian_0.01,0.9999859875481514,1.0,True,,
|
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02,input_perturbation_1pct,base,gaussian_0.01,0.9999773464136139,1.0,True,,
|
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03,input_perturbation_1pct,base,gaussian_0.01,0.9999641672876857,1.0,True,,
|
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04,input_perturbation_1pct,base,gaussian_0.01,0.9999724738013247,1.0,True,,
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05,input_perturbation_1pct,base,gaussian_0.01,0.9999946092248126,1.0,True,,
|
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|
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|
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A0,42,64,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,2496,0,True,True,True,False,True
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A0,3407,64,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,2496,0,True,True,True,False,True
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A0,42,16,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,624,0,True,True,True,False,True
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||||
A1,42,16,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,624,0,True,True,True,False,True
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A2,42,16,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,624,0,True,True,True,False,True
|
||||
A3,42,16,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,624,0,True,True,True,False,True
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D0,42,16,False,0.0,0.019504263997077942,"{""01"": 0.019504263997077942, ""02"": 0.019498659297823906, ""12"": 0.019498072564601898}",0.0,0.058500997722148895,624,0,True,,,True,True
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||||
|
@@ -0,0 +1,119 @@
|
||||
{
|
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"experiment": "ATI–HO Q3 staged training and structural attribution audit",
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||||
"created_utc": "2026-09-26T07:33:41Z",
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"device": "cuda",
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||||
"torch_version": "2.14.0+cu130",
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||||
"cuda_available": true,
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||||
"cuda_version": "13.0",
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"gpu": "NVIDIA GeForce RTX 5070 Ti",
|
||||
"python": "3.14.7",
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||||
"seeds": [
|
||||
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0.1,
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"validation_selection_scenarios": [
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|
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"intensity": "negative/positive magnitudes are 3*sigmoid(r); neutral class is exactly zero",
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"baseline_checkpoint_reuse": "No: retrain B0 and B1 on the fixed ATI split/mask schedule because existing Q2 checkpoints differ in seeds, batch size, and schedule.",
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},
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||||
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||||
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},
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||||
"train": {
|
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"vision": 163302
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},
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},
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"valid": {
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||||
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|
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"physical_time_alignment": false,
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}
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}
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}
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||||
}
|
||||
@@ -0,0 +1,17 @@
|
||||
sample_index,method,target_class,runner_up_class,analytic_T,analytic_A,analytic_V,exact_T,exact_A,exact_V,max_abs_error,pass
|
||||
0,A2,2,1,0.9808666110038757,0.31704118847846985,0.2961975932121277,0.9808666395644347,0.3170412049318353,0.2961975658933321,2.856055891786724e-08,True
|
||||
1,A2,2,1,0.4075356125831604,0.6102613210678101,0.37936902046203613,0.40753557626158,0.6102612549439073,0.3793689915910363,6.612390279769897e-08,True
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||||
2,A2,2,1,0.8592219352722168,0.3877742290496826,-0.16717083752155304,0.8592219163353244,0.38777417285988725,-0.16717087881018716,5.6189795372141305e-08,True
|
||||
3,A2,0,1,2.0490007400512695,0.35953450202941895,0.19238418340682983,2.0490006974432617,0.35953448922373354,0.19238419295288622,4.260800778865814e-08,True
|
||||
4,A2,2,1,1.045822024345398,0.5889400839805603,0.31247109174728394,1.0458221280326445,0.5889400759090979,0.31247116283824045,1.036872465665084e-07,True
|
||||
5,A2,0,2,2.202716827392578,-0.08278397470712662,-0.05031144618988037,2.202716945360104,-0.08278398339947064,-0.05031143253048261,1.1796752596993088e-07,True
|
||||
6,A2,2,1,0.020723789930343628,0.2248469889163971,-0.023256458342075348,0.02072376819948355,0.2248469820866982,-0.023256464240451653,2.173086007667413e-08,True
|
||||
7,A2,1,2,0.5350764989852905,0.08491820096969604,0.14606793224811554,0.535076524131,0.08491821121424437,0.14606795366853476,2.514570951461792e-08,True
|
||||
8,A2,0,2,1.0395631790161133,0.09052545577287674,-0.18244701623916626,1.039563137727479,0.09052545266846815,-0.1824470128243168,4.128863428931595e-08,True
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||||
9,A2,1,0,0.2827742099761963,0.13557718694210052,0.2756642699241638,0.28277423582039773,0.13557719602249563,0.27566429576836526,2.584420144557953e-08,True
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10,A2,0,2,1.3593614101409912,0.0879824236035347,-0.18180614709854126,1.3593614138662815,0.0879824198782444,-0.18180612847208977,1.862645149230957e-08,True
|
||||
11,A2,2,1,0.7162174582481384,0.08085371553897858,0.17676718533039093,0.7162174827729662,0.08085370653619368,0.17676718750347692,2.4524827724192733e-08,True
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||||
12,A2,1,0,0.23099973797798157,0.1244765967130661,0.2599412202835083,0.23099972346487144,0.12447659337582687,0.25994120949568844,1.4513110130343065e-08,True
|
||||
13,A2,0,1,0.5367851257324219,-0.010173723101615906,0.07089804112911224,0.5367851262756933,-0.010173710451150935,0.07089804167238373,1.2650464970703768e-08,True
|
||||
14,A2,2,0,0.17541179060935974,0.2793081998825073,0.6175315380096436,0.17541175397733846,0.27930816511313117,0.6175315535316864,3.663202127746068e-08,True
|
||||
15,A2,0,1,1.7603752613067627,0.06231692060828209,0.26713037490844727,1.760375388820345,0.06231686558263997,0.2671304092897723,1.2751358235973953e-07,True
|
||||
|
@@ -0,0 +1,14 @@
|
||||
{
|
||||
"models": [
|
||||
"A0",
|
||||
"A1",
|
||||
"A2",
|
||||
"A3",
|
||||
"D0"
|
||||
],
|
||||
"seed": 42,
|
||||
"structural_audit_pass": true,
|
||||
"analytic_vs_exact_shapley_pass": true,
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||||
"shapley_smoke_samples": 16,
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||||
"selected_candidate": "A2"
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||||
}
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||||
@@ -0,0 +1,18 @@
|
||||
{
|
||||
"selected_candidate": "A2",
|
||||
"key_ablations": [
|
||||
"A0",
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||||
"A1"
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||||
],
|
||||
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|
||||
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||||
"B5_mofe_mlp"
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],
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||||
"baseline_checkpoints_retrained": true,
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"all_selection_uses_locked_validation_only": true
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}
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@@ -0,0 +1,6 @@
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||||
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|
||||
A0,42,16,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,624,0,True,True,True,False,True
|
||||
A1,42,16,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,624,0,True,True,True,False,True
|
||||
A2,42,16,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,624,0,True,True,True,False,True
|
||||
A3,42,16,True,0.0,0.0,"{""01"": 0.0, ""02"": 0.0, ""12"": 0.0}",0.0,0.0,624,0,True,True,True,False,True
|
||||
D0,42,16,False,0.0,0.019504263997077942,"{""01"": 0.019504263997077942, ""02"": 0.019498659297823906, ""12"": 0.019498072564601898}",0.0,0.058500997722148895,624,0,True,,,True,True
|
||||
|
@@ -0,0 +1,81 @@
|
||||
method,seed,scenario,samples,accuracy,macro_f1,weighted_f1,negative_recall,neutral_recall,positive_recall,mae,rmse,pearson,ece_15bin,brier_multiclass,confusion_matrix_0_1_2
|
||||
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||||
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||||
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||||
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||||
A1,42,0.5/async,728,0.6167582417582418,0.5835181517520341,0.6111776740709237,0.6213592233009708,0.3858695652173913,0.7396449704142012,0.7576396465301514,0.9993765496867596,0.5397764795519397,0.07323582404917414,0.5023887676099251,"[[128, 34, 44], [39, 71, 74], [36, 52, 250]]"
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||||
A2,42,clean,728,0.635989010989011,0.5962056674407532,0.6226933498701285,0.6844660194174758,0.33695652173913043,0.7692307692307693,0.749674379825592,0.9827748265649496,0.5506021828067599,0.04160050884052947,0.4832669429715484,"[[141, 21, 44], [33, 62, 89], [43, 35, 260]]"
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||||
A2,42,0.3/single,728,0.6304945054945055,0.588191723866997,0.6172003978430423,0.6650485436893204,0.33152173913043476,0.772189349112426,0.752527117729187,0.9809960698837431,0.5514330367074957,0.040533114715919395,0.48812630022988945,"[[137, 26, 43], [37, 61, 86], [44, 33, 261]]"
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||||
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||||
A2,42,0.5/async,728,0.6318681318681318,0.5890412437086194,0.6190533955604365,0.6456310679611651,0.33695652173913043,0.7840236686390533,0.7663002610206604,0.9979120749498672,0.5518197703749005,0.021010264508671796,0.49538153253479494,"[[133, 29, 44], [36, 62, 86], [38, 35, 265]]"
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A3,42,clean,728,0.6332417582417582,0.5936281260497563,0.6199288539549584,0.6893203883495146,0.33152173913043476,0.7633136094674556,0.7453784346580505,0.9772099904252733,0.5522846783718228,0.04276419545595462,0.4834622332419921,"[[142, 20, 44], [33, 61, 90], [42, 38, 258]]"
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A3,42,0.3/single,728,0.6304945054945055,0.5879629930910314,0.6171865586013245,0.6601941747572816,0.33152173913043476,0.7751479289940828,0.7469210028648376,0.970512079669786,0.5570387167470887,0.04465118955288614,0.48832058952318924,"[[136, 26, 44], [37, 61, 86], [42, 34, 262]]"
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A3,42,0.3/sync,728,0.6291208791208791,0.589558679147057,0.6165904889529933,0.6601941747572816,0.33695652173913043,0.7692307692307693,0.7446760535240173,0.976955914407597,0.5498182413782892,0.04425250616047407,0.4896263115946837,"[[136, 25, 45], [30, 62, 92], [41, 37, 260]]"
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||||
A3,42,0.5/async,728,0.6277472527472527,0.5834048829887942,0.614264013511091,0.6407766990291263,0.32608695652173914,0.7840236686390533,0.7681682705879211,1.0003161526642799,0.5474269779955533,0.017125043199285032,0.49564527764925376,"[[132, 29, 45], [37, 60, 87], [37, 36, 265]]"
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||||
D0,42,clean,728,0.6373626373626373,0.5977085876035364,0.6239279574522623,0.6893203883495146,0.33695652173913043,0.7692307692307693,0.7462448477745056,0.9789749559797623,0.5526887947067878,0.04225155408238318,0.4832488047724786,"[[142, 20, 44], [33, 62, 89], [43, 35, 260]]"
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||||
D0,42,0.3/single,728,0.6304945054945055,0.588191723866997,0.6172003978430423,0.6650485436893204,0.33152173913043476,0.772189349112426,0.7497498393058777,0.9774381450195058,0.5530055328263548,0.041991119651676546,0.4881108584862473,"[[137, 26, 43], [37, 61, 86], [44, 33, 261]]"
|
||||
D0,42,0.3/sync,728,0.6304945054945055,0.591514202164599,0.6182290704859121,0.6601941747572816,0.3423913043478261,0.7692307692307693,0.747193455696106,0.9826822409860003,0.5461182809238747,0.036171690693923376,0.489394056676904,"[[136, 25, 45], [30, 63, 91], [42, 36, 260]]"
|
||||
D0,42,0.5/async,728,0.6304945054945055,0.58698688258977,0.6172873087867041,0.6456310679611651,0.33152173913043476,0.7840236686390533,0.7637776732444763,0.9934886900704877,0.5528843716018546,0.02091021127589457,0.4953736243884984,"[[133, 29, 44], [36, 61, 87], [38, 35, 265]]"
|
||||
B0_early_concat,42,clean,728,0.6208791208791209,0.574995540158827,0.6050531460103723,0.616504854368932,0.30978260869565216,0.7928994082840237,0.6240248084068298,0.8270934896221883,0.6213838792299716,0.06131922662421897,0.4966591988216412,"[[127, 24, 55], [31, 57, 96], [34, 36, 268]]"
|
||||
B0_early_concat,42,0.3/single,728,0.6043956043956044,0.5555361015421683,0.5875655432567176,0.5922330097087378,0.28804347826086957,0.7840236686390533,0.6314717531204224,0.8314678093212445,0.6128569553983463,0.06377658812881826,0.504858485448142,"[[122, 28, 56], [31, 53, 100], [37, 36, 265]]"
|
||||
B0_early_concat,42,0.3/sync,728,0.6071428571428571,0.5518452173624587,0.5863502808084089,0.587378640776699,0.266304347826087,0.8047337278106509,0.6333609819412231,0.8369280570250054,0.605106317358132,0.052329542913607204,0.5019736335126384,"[[121, 25, 60], [35, 49, 100], [34, 32, 272]]"
|
||||
B0_early_concat,42,0.5/async,728,0.6085164835164835,0.5491629653684087,0.5848723238483725,0.5485436893203883,0.2608695652173913,0.834319526627219,0.6419562697410583,0.8533667602610633,0.5808475026413048,0.04038247642117542,0.5101166402069457,"[[113, 25, 68], [30, 48, 106], [26, 30, 282]]"
|
||||
B0_early_concat,3407,clean,728,0.635989010989011,0.6096713781288924,0.6310704227407374,0.6990291262135923,0.41847826086956524,0.7159763313609467,0.6382099986076355,0.856499977933546,0.6232720059603784,0.08095661358355166,0.4992216484947835,"[[144, 26, 36], [34, 77, 73], [47, 49, 242]]"
|
||||
B0_early_concat,3407,0.3/single,728,0.6236263736263736,0.5932818247190804,0.6174646194806235,0.6941747572815534,0.3858695652173913,0.7100591715976331,0.6336643695831299,0.8478582818240243,0.6197687483319699,0.0712367999111558,0.5024828474233995,"[[143, 24, 39], [44, 71, 69], [48, 50, 240]]"
|
||||
B0_early_concat,3407,0.3/sync,728,0.6346153846153846,0.6032479748347089,0.6277718733077147,0.7135922330097088,0.3858695652173913,0.7218934911242604,0.6378331184387207,0.8528024937205865,0.6126056555266414,0.06759172379151804,0.5003413450228749,"[[147, 23, 36], [44, 71, 69], [45, 49, 244]]"
|
||||
B0_early_concat,3407,0.5/async,728,0.5989010989010989,0.5557948224242782,0.5855751709558525,0.6553398058252428,0.29891304347826086,0.727810650887574,0.6532727479934692,0.8655477950718501,0.5748632284654888,0.050575236001839996,0.5130317026508724,"[[135, 22, 49], [47, 55, 82], [51, 41, 246]]"
|
||||
B0_early_concat,2026,clean,728,0.6387362637362637,0.5978236159247791,0.626348508986134,0.6553398058252428,0.3423913043478261,0.7899408284023669,0.6241627335548401,0.8337092068485359,0.6176473322017164,0.08289422921754501,0.49532329194003455,"[[135, 28, 43], [30, 63, 91], [33, 38, 267]]"
|
||||
B0_early_concat,2026,0.3/single,728,0.635989010989011,0.5920805929098786,0.6222629153434576,0.6650485436893204,0.32608695652173914,0.7869822485207101,0.6259673237800598,0.8354264952413608,0.6095479787318998,0.07209061917204124,0.5025713670809596,"[[137, 29, 40], [34, 60, 90], [37, 35, 266]]"
|
||||
B0_early_concat,2026,0.3/sync,728,0.6291208791208791,0.5846029922685112,0.6160799057244349,0.6213592233009708,0.32608695652173914,0.7988165680473372,0.6170424818992615,0.8312394937410608,0.6115162314909733,0.060948303153554144,0.4946451946999363,"[[128, 31, 47], [33, 60, 91], [26, 42, 270]]"
|
||||
B0_early_concat,2026,0.5/async,728,0.6167582417582418,0.5569733102560211,0.5933118052226348,0.6116504854368932,0.25,0.8195266272189349,0.6446495652198792,0.8575329545698042,0.571773309771266,0.04708087874146607,0.5085849329366438,"[[126, 25, 55], [37, 46, 101], [32, 29, 277]]"
|
||||
B5_mofe_mlp,42,clean,728,0.6153846153846154,0.5890394123279173,0.6128739313890481,0.6747572815533981,0.40217391304347827,0.6952662721893491,0.6347582936286926,0.848837561100677,0.6181804285269598,0.123899930699186,0.5123239995387401,"[[139, 33, 34], [38, 74, 72], [41, 62, 235]]"
|
||||
B5_mofe_mlp,42,0.3/single,728,0.6167582417582418,0.5855194978160362,0.611865079729092,0.6650485436893204,0.375,0.7189349112426036,0.6410773396492004,0.8470478951177334,0.611800305983695,0.10211073754580469,0.5143229474270743,"[[137, 33, 36], [38, 69, 77], [38, 57, 243]]"
|
||||
B5_mofe_mlp,42,0.3/sync,728,0.6057692307692307,0.5752188414210747,0.601887679646106,0.6601941747572816,0.375,0.6982248520710059,0.6352311372756958,0.8511204403326397,0.6034883898834915,0.10874656620588934,0.5116031814371562,"[[136, 35, 35], [43, 69, 72], [45, 57, 236]]"
|
||||
B5_mofe_mlp,42,0.5/async,728,0.5892857142857143,0.5382187415765799,0.5720796333892755,0.6601941747572816,0.25,0.7307692307692307,0.6535484194755554,0.8665630738689449,0.5658894385905369,0.08557975779359156,0.5159581264471426,"[[136, 29, 41], [45, 46, 93], [54, 37, 247]]"
|
||||
B5_mofe_mlp,3407,clean,728,0.6208791208791209,0.6069941592197773,0.6247756746397227,0.6941747572815534,0.5108695652173914,0.636094674556213,0.6378544569015503,0.862738598425712,0.6152415214205031,0.07104276051069353,0.506406876537184,"[[143, 39, 24], [38, 94, 52], [47, 76, 215]]"
|
||||
B5_mofe_mlp,3407,0.3/single,728,0.614010989010989,0.5974099022476242,0.6162945440445683,0.6893203883495146,0.4782608695652174,0.6420118343195266,0.6297061443328857,0.849125516067229,0.6135442908037956,0.059721472581009315,0.5080504298854964,"[[142, 35, 29], [41, 88, 55], [48, 73, 217]]"
|
||||
B5_mofe_mlp,3407,0.3/sync,728,0.6208791208791209,0.6031713454451216,0.6218873025720633,0.6990291262135923,0.4782608695652174,0.650887573964497,0.6349251866340637,0.8556565379090764,0.6049717918178815,0.04920613225344773,0.5032399080739491,"[[144, 34, 28], [40, 88, 56], [55, 63, 220]]"
|
||||
B5_mofe_mlp,3407,0.5/async,728,0.6085164835164835,0.5732718058984578,0.6004237126777306,0.6990291262135923,0.3423913043478261,0.6982248520710059,0.6457664370536804,0.8694930829962516,0.5681496433487956,0.03566529773748838,0.5085755354387035,"[[144, 28, 34], [48, 63, 73], [57, 45, 236]]"
|
||||
B5_mofe_mlp,2026,clean,728,0.6346153846153846,0.5978071351903127,0.6249970530678141,0.6359223300970874,0.375,0.7751479289940828,0.6433185338973999,0.8477322944247858,0.6097688993206148,0.08826917835644314,0.4978568954205348,"[[131, 33, 42], [29, 69, 86], [41, 35, 262]]"
|
||||
B5_mofe_mlp,2026,0.3/single,728,0.6277472527472527,0.5799350791770846,0.6112963894902308,0.6310679611650486,0.30978260869565216,0.7988165680473372,0.6447765827178955,0.8412206319299504,0.6093654268991469,0.07795144351465359,0.5053747395127312,"[[130, 28, 48], [33, 57, 94], [39, 29, 270]]"
|
||||
B5_mofe_mlp,2026,0.3/sync,728,0.635989010989011,0.5882851375042057,0.6191961822863082,0.6310679611650486,0.31521739130434784,0.8136094674556213,0.6404075026512146,0.84632181350297,0.5996475418621747,0.07204498186871247,0.49854482785280996,"[[130, 27, 49], [30, 58, 96], [34, 29, 275]]"
|
||||
B5_mofe_mlp,2026,0.5/async,728,0.6057692307692307,0.5301742301742302,0.5699752315136931,0.5728155339805825,0.19021739130434784,0.8520710059171598,0.6652179956436157,0.8735544662089794,0.5630183290095079,0.0696376580130923,0.521629843209706,"[[118, 18, 70], [31, 35, 118], [35, 15, 288]]"
|
||||
A2,42,clean,728,0.635989010989011,0.5962056674407532,0.6226933498701285,0.6844660194174758,0.33695652173913043,0.7692307692307693,0.749674379825592,0.9827748265649496,0.5506021828067599,0.04160050884052947,0.4832669429715484,"[[141, 21, 44], [33, 62, 89], [43, 35, 260]]"
|
||||
A2,42,0.3/single,728,0.6304945054945055,0.588191723866997,0.6172003978430423,0.6650485436893204,0.33152173913043476,0.772189349112426,0.752527117729187,0.9809960698837431,0.5514330367074957,0.040533114715919395,0.48812630022988945,"[[137, 26, 43], [37, 61, 86], [44, 33, 261]]"
|
||||
A2,42,0.3/sync,728,0.6304945054945055,0.591514202164599,0.6182290704859121,0.6601941747572816,0.3423913043478261,0.7692307692307693,0.7499077916145325,0.986128199493444,0.5446495015184274,0.036333199958879854,0.48941260142108234,"[[136, 25, 45], [30, 63, 91], [42, 36, 260]]"
|
||||
A2,42,0.5/async,728,0.6318681318681318,0.5890412437086194,0.6190533955604365,0.6456310679611651,0.33695652173913043,0.7840236686390533,0.7663002610206604,0.9979120749498672,0.5518197703749005,0.021010264508671796,0.49538153253479494,"[[133, 29, 44], [36, 62, 86], [38, 35, 265]]"
|
||||
A2,3407,clean,728,0.6208791208791209,0.57766870130418,0.6062841539583393,0.6504854368932039,0.31521739130434784,0.7692307692307693,0.7425658106803894,0.9779089228926605,0.5573809118035977,0.06842095408957086,0.49776603780125067,"[[134, 24, 48], [33, 58, 93], [44, 34, 260]]"
|
||||
A2,3407,0.3/single,728,0.625,0.57892707745651,0.6086018611806483,0.6650485436893204,0.30434782608695654,0.7751479289940828,0.7455945014953613,0.982929712774662,0.5538735377540587,0.06389286356804134,0.5031348205660903,"[[137, 21, 48], [38, 56, 90], [45, 31, 262]]"
|
||||
A2,3407,0.3/sync,728,0.6181318681318682,0.5717613614192771,0.6023660650152297,0.6407766990291263,0.30434782608695654,0.7751479289940828,0.7510780096054077,0.9975617306473715,0.538252390597649,0.06125979702715034,0.5018848928550654,"[[132, 23, 51], [39, 56, 89], [42, 34, 262]]"
|
||||
A2,3407,0.5/async,728,0.6043956043956044,0.5605567881452265,0.5902602615347593,0.6407766990291263,0.29891304347826086,0.7485207100591716,0.7791332006454468,1.0253181359235877,0.5306222221382046,0.05728639989763826,0.5035424580004313,"[[132, 25, 49], [37, 55, 92], [45, 40, 253]]"
|
||||
A2,2026,clean,728,0.6277472527472527,0.5861199702203886,0.615958732823876,0.6650485436893204,0.33695652173913043,0.7633136094674556,0.72288578748703,0.9669608545437456,0.5588496793392275,0.06325931928970005,0.4859390824861841,"[[137, 28, 41], [42, 62, 80], [44, 36, 258]]"
|
||||
A2,2026,0.3/single,728,0.6291208791208791,0.5866551114388078,0.6166212082228417,0.6796116504854369,0.32608695652173914,0.7633136094674556,0.7166877388954163,0.956981299517573,0.5678943724946838,0.054861928817335065,0.48952590488140557,"[[140, 29, 37], [39, 60, 85], [43, 37, 258]]"
|
||||
A2,2026,0.3/sync,728,0.6181318681318682,0.5765709080925768,0.6056556585309397,0.6699029126213593,0.32065217391304346,0.7485207100591716,0.7361279726028442,0.9822160873112413,0.5463871640904605,0.05644599106776846,0.48836265415172453,"[[138, 25, 43], [41, 59, 84], [45, 40, 253]]"
|
||||
A2,2026,0.5/async,728,0.6208791208791209,0.58010410423835,0.608891653280439,0.6747572815533981,0.32608695652173914,0.7485207100591716,0.7538016438484192,1.0068007129090748,0.5366897490861782,0.05154888016673235,0.49370804232560106,"[[139, 28, 39], [38, 60, 86], [47, 38, 253]]"
|
||||
A0,42,clean,728,0.6332417582417582,0.6005902017498806,0.6262413842476287,0.6601941747572816,0.391304347826087,0.7485207100591716,0.7388291954994202,0.9693029732818638,0.562124647205282,0.06556737893721559,0.4808392591105,"[[136, 29, 41], [36, 72, 76], [40, 45, 253]]"
|
||||
A0,42,0.3/single,728,0.6236263736263736,0.5888908413440276,0.6163852145706838,0.6456310679611651,0.375,0.7455621301775148,0.7492563724517822,0.9828676156750611,0.5511321176600581,0.07208540978340003,0.4851634956154317,"[[133, 32, 41], [38, 69, 77], [40, 46, 252]]"
|
||||
A0,42,0.3/sync,728,0.6332417582417582,0.5998537730340369,0.6257638374760993,0.6650485436893204,0.3804347826086957,0.7514792899408284,0.7328237891197205,0.9607668159059466,0.5717466812686799,0.06894918662178648,0.4842632732471165,"[[137, 30, 39], [33, 70, 81], [38, 46, 254]]"
|
||||
A0,42,0.5/async,728,0.6153846153846154,0.5857678482129364,0.6110673763359311,0.6116504854368932,0.4076086956521739,0.7307692307692307,0.7569940686225891,1.0049833464310236,0.5255447319952614,0.09065396404200858,0.50563050688904,"[[126, 35, 45], [33, 75, 76], [38, 53, 247]]"
|
||||
A0,3407,clean,728,0.6304945054945055,0.5815229719895362,0.6130814521693473,0.6650485436893204,0.29347826086956524,0.7928994082840237,0.7553032040596008,0.988600336363093,0.5643504253877862,0.05127340407816918,0.4912078632285111,"[[137, 26, 43], [34, 54, 96], [38, 32, 268]]"
|
||||
A0,3407,0.3/single,728,0.6236263736263736,0.5758998206049569,0.6074895301274502,0.6504854368932039,0.29891304347826086,0.7840236686390533,0.7668519020080566,1.0017027662968871,0.5523968179097821,0.059125629632355105,0.49621473228769825,"[[134, 28, 44], [35, 55, 94], [40, 33, 265]]"
|
||||
A0,3407,0.3/sync,728,0.6236263736263736,0.5738517541932175,0.605903854001415,0.6456310679611651,0.28804347826086957,0.7928994082840237,0.7684562802314758,1.0050549892545562,0.5519642350665539,0.058224725854265844,0.4958429995553547,"[[133, 27, 46], [33, 53, 98], [38, 32, 268]]"
|
||||
A0,3407,0.5/async,728,0.6085164835164835,0.5609491645007497,0.5934260049943364,0.6407766990291263,0.2826086956521739,0.7662721893491125,0.7826608419418335,1.0209032670544125,0.5338015748479703,0.06825421897919624,0.5073254368313944,"[[132, 30, 44], [36, 52, 96], [37, 42, 259]]"
|
||||
A0,2026,clean,728,0.6346153846153846,0.5961646882247077,0.6233602334500735,0.6699029126213593,0.3532608695652174,0.7662721893491125,0.7244914770126343,0.955579349233292,0.5685809500950637,0.08596846878856094,0.47927697877804576,"[[138, 26, 42], [35, 65, 84], [43, 36, 259]]"
|
||||
A0,2026,0.3/single,728,0.6401098901098901,0.603012025073843,0.6295895675371275,0.6844660194174758,0.3641304347826087,0.7633136094674556,0.7207360863685608,0.9537059076798811,0.5727068007267155,0.0647225177713803,0.48301675191756877,"[[141, 24, 41], [38, 67, 79], [43, 37, 258]]"
|
||||
A0,2026,0.3/sync,728,0.6456043956043956,0.6079736947665989,0.6341523433991616,0.6941747572815534,0.358695652173913,0.772189349112426,0.7178493738174438,0.9494721188321144,0.5769180528124085,0.06139372870489791,0.48323707061176496,"[[143, 22, 41], [35, 66, 83], [39, 38, 261]]"
|
||||
A0,2026,0.5/async,728,0.6332417582417582,0.5924073941042715,0.6205166502324748,0.6796116504854369,0.33695652173913043,0.7662721893491125,0.7428033947944641,0.9829663688401618,0.548442002647398,0.0725752183205479,0.49289097002792437,"[[140, 24, 42], [38, 62, 84], [44, 35, 259]]"
|
||||
A1,42,clean,728,0.6318681318681318,0.5976155859681986,0.6240329563624338,0.6456310679611651,0.3858695652173913,0.757396449704142,0.7513147592544556,0.9867135984840534,0.5489113974730714,0.06530197570612144,0.4828613310876418,"[[133, 28, 45], [37, 71, 76], [38, 44, 256]]"
|
||||
A1,42,0.3/single,728,0.6277472527472527,0.5927371688816955,0.620491766811745,0.6407766990291263,0.3804347826086957,0.7544378698224852,0.7459523677825928,0.9760576392746024,0.5591260630455109,0.06704180270105928,0.4854576280377746,"[[132, 32, 42], [38, 70, 76], [37, 46, 255]]"
|
||||
A1,42,0.3/sync,728,0.6291208791208791,0.5958965204858636,0.6218982823922549,0.6456310679611651,0.3858695652173913,0.7514792899408284,0.7439201474189758,0.9744909669429062,0.5612386243263073,0.06250858585258108,0.48531575286705186,"[[133, 29, 44], [35, 71, 78], [37, 47, 254]]"
|
||||
A1,42,0.5/async,728,0.6167582417582418,0.5835181517520341,0.6111776740709237,0.6213592233009708,0.3858695652173913,0.7396449704142012,0.7576396465301514,0.9993765496867596,0.5397764795519397,0.07323582404917414,0.5023887676099251,"[[128, 34, 44], [39, 71, 74], [36, 52, 250]]"
|
||||
A1,3407,clean,728,0.625,0.5734237019271775,0.6059786308264375,0.6650485436893204,0.27717391304347827,0.7899408284023669,0.7611590623855591,0.9924144335166497,0.5581560904867054,0.05864878878979892,0.49468152610331395,"[[137, 26, 43], [35, 51, 98], [41, 30, 267]]"
|
||||
A1,3407,0.3/single,728,0.6195054945054945,0.5706919406294965,0.6020272206872181,0.6650485436893204,0.2826086956521739,0.7751479289940828,0.7671007513999939,1.000058112840105,0.5526597368930628,0.05716114495318014,0.4993243810539998,"[[137, 24, 45], [36, 52, 96], [41, 35, 262]]"
|
||||
A1,3407,0.3/sync,728,0.625,0.5757783819568977,0.6072222871322772,0.6456310679611651,0.29347826086956524,0.7928994082840237,0.7695463299751282,1.0074691779105192,0.5466886604088752,0.050660333053751304,0.499590827172348,"[[133, 24, 49], [35, 54, 95], [39, 31, 268]]"
|
||||
A1,3407,0.5/async,728,0.6085164835164835,0.5596123047434854,0.5918756018694687,0.6456310679611651,0.27717391304347827,0.7662721893491125,0.8012722134590149,1.0464899863918178,0.5191583869603609,0.06363468428889474,0.5075996316834855,"[[133, 27, 46], [37, 51, 96], [41, 38, 259]]"
|
||||
A1,2026,clean,728,0.6346153846153846,0.5978193866543381,0.6236568563198245,0.6844660194174758,0.3532608695652174,0.757396449704142,0.7203750610351562,0.9624604353266122,0.5596707015435759,0.073771740013099,0.48154312472471583,"[[141, 22, 43], [35, 65, 84], [41, 41, 256]]"
|
||||
A1,2026,0.3/single,728,0.6318681318681318,0.5961256077875378,0.6219257839043567,0.6844660194174758,0.358695652173913,0.7485207100591716,0.7228792905807495,0.9663340684213131,0.5575095622627767,0.0685062573015035,0.485865287088198,"[[141, 24, 41], [36, 66, 82], [43, 42, 253]]"
|
||||
A1,2026,0.3/sync,728,0.6304945054945055,0.5870519949078638,0.6161121152596842,0.6893203883495146,0.31521739130434784,0.7662721893491125,0.7307252883911133,0.9679346652799508,0.5608377225053431,0.06163566850207666,0.4837837582487823,"[[142, 21, 43], [40, 58, 86], [40, 39, 259]]"
|
||||
A1,2026,0.5/async,728,0.6304945054945055,0.5870519949078638,0.6161121152596842,0.6893203883495146,0.31521739130434784,0.7662721893491125,0.7432442307472229,0.984665903370931,0.5527362773553806,0.06455663018501721,0.49179630096473753,"[[142, 23, 41], [38, 58, 88], [42, 37, 259]]"
|
||||
|
|
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