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建立分批同步基线（基础文件）

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gloamxun
2026-09-23 23:24:01 +08:00
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math/results/model_comparison/group_bootstrap_deltas.csv
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comparison,metric,reference_oof,method_oof,delta_oof,group_bootstrap_ci95_low,group_bootstrap_ci95_high,bootstrap_repeats
B0-B1,accuracy,0.61,0.6,-0.010000000000000009,-0.029710396039603987,0.0,2000
B0-B1,macro_f1,0.387431302270012,0.3612633181126332,-0.02616798415737881,-0.08327057744765032,0.0,2000
B0-B1,mae,0.5989421024918556,0.5642678308486938,-0.034674271643161836,-0.06304207975806683,-0.012443204964559182,2000
B0-B1,pearson,0.23765809617297712,0.34585652345724877,0.10819842728427165,0.04340079372240924,0.19005024141624596,2000
B2-B1,accuracy,0.61,0.58,-0.030000000000000027,-0.0648204607046071,0.0,2000
B2-B1,macro_f1,0.387431302270012,0.33061794334825517,-0.05681335892175682,-0.10940517350156256,-0.0009457159449812041,2000
B2-B1,mae,0.5989421024918556,0.588000754788518,-0.010941347703337656,-0.027305471624463586,0.004017100735475708,2000
B2-B1,pearson,0.23765809617297712,0.2790493470006418,0.041391250827664705,-0.009244736549056344,0.10131359014731482,2000
B3-B1,accuracy,0.61,0.59,-0.020000000000000018,-0.05154639175257736,0.0,2000
B3-B1,macro_f1,0.387431302270012,0.3587962962962963,-0.02863500597371571,-0.07212177947137302,0.0,2000
B3-B1,mae,0.5989421024918556,0.5997931832820177,0.000851080790162051,-0.004701075716562739,0.006246566925533936,2000
B3-B1,pearson,0.23765809617297712,0.23011191320162028,-0.007546182971356841,-0.022226358336772584,0.005402452990031458,2000
B4-B1,accuracy,0.61,0.6,-0.010000000000000009,-0.08080808080808077,0.06196073008849559,2000
B4-B1,macro_f1,0.387431302270012,0.4222603610475464,0.034829058777534394,-0.051408708516982864,0.13655330256210496,2000
B4-B1,mae,0.5989421024918556,0.59276591360569,-0.006176188886165668,-0.03045045264816862,0.015397113913740889,2000
B4-B1,pearson,0.23765809617297712,0.19864510121331094,-0.039012994959666175,-0.1082683426423725,0.03034022099301614,2000
1 comparison metric reference_oof method_oof delta_oof group_bootstrap_ci95_low group_bootstrap_ci95_high bootstrap_repeats
2 B0-B1 accuracy 0.61 0.6 -0.010000000000000009 -0.029710396039603987 0.0 2000
3 B0-B1 macro_f1 0.387431302270012 0.3612633181126332 -0.02616798415737881 -0.08327057744765032 0.0 2000
4 B0-B1 mae 0.5989421024918556 0.5642678308486938 -0.034674271643161836 -0.06304207975806683 -0.012443204964559182 2000
5 B0-B1 pearson 0.23765809617297712 0.34585652345724877 0.10819842728427165 0.04340079372240924 0.19005024141624596 2000
6 B2-B1 accuracy 0.61 0.58 -0.030000000000000027 -0.0648204607046071 0.0 2000
7 B2-B1 macro_f1 0.387431302270012 0.33061794334825517 -0.05681335892175682 -0.10940517350156256 -0.0009457159449812041 2000
8 B2-B1 mae 0.5989421024918556 0.588000754788518 -0.010941347703337656 -0.027305471624463586 0.004017100735475708 2000
9 B2-B1 pearson 0.23765809617297712 0.2790493470006418 0.041391250827664705 -0.009244736549056344 0.10131359014731482 2000
10 B3-B1 accuracy 0.61 0.59 -0.020000000000000018 -0.05154639175257736 0.0 2000
11 B3-B1 macro_f1 0.387431302270012 0.3587962962962963 -0.02863500597371571 -0.07212177947137302 0.0 2000
12 B3-B1 mae 0.5989421024918556 0.5997931832820177 0.000851080790162051 -0.004701075716562739 0.006246566925533936 2000
13 B3-B1 pearson 0.23765809617297712 0.23011191320162028 -0.007546182971356841 -0.022226358336772584 0.005402452990031458 2000
14 B4-B1 accuracy 0.61 0.6 -0.010000000000000009 -0.08080808080808077 0.06196073008849559 2000
15 B4-B1 macro_f1 0.387431302270012 0.4222603610475464 0.034829058777534394 -0.051408708516982864 0.13655330256210496 2000
16 B4-B1 mae 0.5989421024918556 0.59276591360569 -0.006176188886165668 -0.03045045264816862 0.015397113913740889 2000
17 B4-B1 pearson 0.23765809617297712 0.19864510121331094 -0.039012994959666175 -0.1082683426423725 0.03034022099301614 2000