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Summary of Ensemble

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Ensemble structure

Model Weight
2_Default_Xgboost 1
3_Default_CatBoost 2

Metric details

score threshold
logloss 0.600326 nan
auc 0.735567 nan
f1 0.702484 0.369963
accuracy 0.67658 0.535812
precision 0.84 0.806693
recall 1 0.0170057
mcc 0.35379 0.535812

Confusion matrix (at threshold=0.535812)

Predicted as 0 Predicted as 1
Labeled as 0 603 218
Labeled as 1 304 489

Learning curves

Learning curves

Confusion Matrix

Confusion Matrix

Normalized Confusion Matrix

Normalized Confusion Matrix

ROC Curve

ROC Curve

Kolmogorov-Smirnov Statistic

Kolmogorov-Smirnov Statistic

Precision-Recall Curve

Precision-Recall Curve

Calibration Curve

Calibration Curve

Cumulative Gains Curve

Cumulative Gains Curve

Lift Curve

Lift Curve

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