model stringclasses 5
values | accuracy float64 0.44 0.9 | f1 float64 0.47 0.9 | roc_auc float64 0.41 0.96 | train_time_sec float64 1.5 54.3 |
|---|---|---|---|---|
Logistic Regression | 0.8981 | 0.8987 | 0.9623 | 2.8 |
XGBoost | 0.8678 | 0.8695 | 0.9443 | 54.3 |
LightGBM | 0.8677 | 0.8698 | 0.9431 | 8.6 |
Random Forest | 0.8429 | 0.8478 | 0.924 | 1.5 |
KMeans (unsupervised) | 0.4396 | 0.4728 | 0.4089 | 4.6 |
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