Classification Report

LightGBM (endgame preset) — German Credit — 300 samples · 2 classes

75.67%
Accuracy
65.16%
Balanced Acc
0.7773
Precision
0.9143
Recall
0.8403
F1 Score
0.3643
MCC
0.3435
Cohen κ
0.7835
AUC
0.5002
Log Loss
0.1664
Brier Score

Confusion Matrix

ROC Curve

Precision-Recall Curve

Calibration Plot

Feature Importances (Top 20)

Class Distribution (Test Set)

Prediction Score Distribution

Per-Class Metrics

Class                 Precision     Recall         F1    Support
----------------------------------------------------------------
bad                      0.6604     0.3889     0.4895         90
good                     0.7773     0.9143     0.8403        210