Buckets:
| { | |
| "n_cells": 137, | |
| "pos_rate": 0.7007299270072993, | |
| "baseline_cv": { | |
| "mean": 0.7658314904909332, | |
| "sd": 0.16061201614306705, | |
| "folds": [ | |
| 0.55, | |
| 0.6, | |
| 0.8428571428571429, | |
| 0.8823529411764706, | |
| 0.9539473684210527 | |
| ], | |
| "p": 0.0, | |
| "null_q95": 0.6175747825445967 | |
| }, | |
| "T1_seg_index_auc": 0.19029471544715448, | |
| "T1_feature_vs_seg_index": { | |
| "log_nu": 0.2422329711027753, | |
| "log_rate": -0.040081867517552376, | |
| "zero_frac": 0.018492501788010773, | |
| "fano": 0.061349178067040266, | |
| "presence": -0.2801703607560465, | |
| "rate_drift": 0.3151496635480518 | |
| }, | |
| "T2_first_half_cv": { | |
| "mean": 0.5864219114219115, | |
| "sd": 0.17720003137734158, | |
| "folds": [ | |
| 0.7692307692307693, | |
| 0.4166666666666667, | |
| 0.8333333333333334, | |
| 0.4583333333333333, | |
| 0.45454545454545453 | |
| ] | |
| }, | |
| "T3_with_seg_index": { | |
| "cv": { | |
| "mean": 0.8379759559326123, | |
| "sd": 0.12345460215047613, | |
| "folds": [ | |
| 0.7, | |
| 0.6785714285714286, | |
| 0.9071428571428571, | |
| 0.93048128342246, | |
| 0.9736842105263158 | |
| ] | |
| }, | |
| "coef": { | |
| "log_nu": 0.41387043865194467, | |
| "log_rate": -0.2106667525674101, | |
| "zero_frac": 0.3940798901376928, | |
| "fano": -0.12992767861710897, | |
| "presence": 0.1609463857219707, | |
| "rate_drift": -0.24941587116025785, | |
| "seg_index": -0.639822431990639 | |
| }, | |
| "intercept": 0.9914844870952694 | |
| }, | |
| "T4_residualized": { | |
| "cv": { | |
| "mean": 0.6765530135499176, | |
| "sd": 0.10482388743399126, | |
| "folds": [ | |
| 0.55, | |
| 0.6714285714285714, | |
| 0.7071428571428572, | |
| 0.5989304812834224, | |
| 0.8552631578947368 | |
| ] | |
| }, | |
| "slope_vs_seg_index": { | |
| "log_nu": 0.001199460055125424, | |
| "log_rate": 0.0037058345267126274, | |
| "zero_frac": -0.0008838164683349643, | |
| "fano": 0.0018390421751650987, | |
| "presence": -0.0009589847745863126, | |
| "rate_drift": 0.0025329979597531757 | |
| } | |
| }, | |
| "verdict": "片段序号单独就有 AUC 0.190，标签含强时间成分；前一半片段内 AUC 掉到 0.586，模型主要靠时间" | |
| } |
Xet Storage Details
- Size:
- 2.12 kB
- Xet hash:
- c3e755dc9e75fb96554375a1285d43eb52af80bb13419870722c3367cbaff289
·
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