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Positive-Unlabeled Classification on 14 imbalanced datasets SCAR assumption macro-averaged

0.92ROC AUC

XGBoostFL

0.51440.61970.7250.8303May 14, 2026
Updated 19d ago

Evaluation Results

MethodLinks
2026.05
0.920.67
2026.05
0.920.67
2026.05
0.920.67
2026.05
0.90.65
2026.05
0.90.65
2026.05
0.90.65
2026.05
0.890.63
2026.05
0.870.53
2026.05
0.870.59
2026.05
0.870.6
2026.05
0.860.53
2026.05
0.850.5
2026.05
0.850.56
2026.05
0.850.57
2026.05
0.840.53
2026.05
0.840.55
2026.05
0.830.52
2026.05
0.810.46
2026.05
0.810.51
2026.05
0.80.49
2026.05
0.80.52
2026.05
0.790.46
2026.05
0.770.43
2026.05
0.720.4
2026.05
0.620.14
2026.05
0.60.14
2026.05
0.580.13
2026.05
0.560.13
2026.05
0.560.13
2026.05
0.560.13
2026.05
0.560.13
2026.05
0.550.13
2026.05
0.550.13
2026.05
0.540.12
2026.05
0.540.12
2026.05
0.530.12