99 lines
1.8 KiB
JSON
99 lines
1.8 KiB
JSON
{
|
|
"experiment": "Similarity vs Correlation vs Predictability shared information definitions",
|
|
"seed": 42,
|
|
"device": "cuda",
|
|
"sample_count": 100,
|
|
"video_id_count": 37,
|
|
"fold_count": 5,
|
|
"grouped_by": "video_id/group_id",
|
|
"grid_size": 50,
|
|
"frozen_temporal_model": "M4_sourceTime fold checkpoints",
|
|
"source_features": {
|
|
"text": 768,
|
|
"audio": 25,
|
|
"vision": 192
|
|
},
|
|
"gcca_pca_components": {
|
|
"text": 64,
|
|
"audio": 24,
|
|
"vision": 64
|
|
},
|
|
"gcca_shared_dimension": 32,
|
|
"predictive_contexts": {
|
|
"same_slot": 0,
|
|
"local_pm1": 1
|
|
},
|
|
"predictive_ridge_alphas": [
|
|
1.0,
|
|
10.0,
|
|
100.0
|
|
],
|
|
"predictive_ridge_solver": "cholesky",
|
|
"predictive_shift_slots": [
|
|
-5,
|
|
-4,
|
|
-3,
|
|
-2,
|
|
-1,
|
|
0,
|
|
1,
|
|
2,
|
|
3,
|
|
4,
|
|
5
|
|
],
|
|
"within_video_shuffle_repeats": 20,
|
|
"dimension_matched_per_slot": 256,
|
|
"dimension_matched_clip": 1280,
|
|
"emotion_probe": {
|
|
"classification": "StandardScaler + LogisticRegression(C=0.05, max_iter=5000)",
|
|
"regression": "StandardScaler + Ridge(alpha=25), clipped to [-3, 3]",
|
|
"temporal_pooling": "50 slots to five consecutive 10-slot mean bins",
|
|
"emotion_labels_used_for_representation_learning": false
|
|
},
|
|
"paired_video_bootstrap_repeats": 2000,
|
|
"multiple_comparison_correction": false,
|
|
"predictive_eval_core_slots": [
|
|
6,
|
|
7,
|
|
8,
|
|
9,
|
|
10,
|
|
11,
|
|
12,
|
|
13,
|
|
14,
|
|
15,
|
|
16,
|
|
17,
|
|
18,
|
|
19,
|
|
20,
|
|
21,
|
|
22,
|
|
23,
|
|
24,
|
|
25,
|
|
26,
|
|
27,
|
|
28,
|
|
29,
|
|
30,
|
|
31,
|
|
32,
|
|
33,
|
|
34,
|
|
35,
|
|
36,
|
|
37,
|
|
38,
|
|
39,
|
|
40,
|
|
41,
|
|
42,
|
|
43
|
|
],
|
|
"predictive_shift_metric": "video_id-macro mean MSE; core slots 6-43",
|
|
"private_residual_alpha_selection": "reuse the selected original-target alpha; no separate residual alpha search"
|
|
}
|