Uploaded 5 files

CatBoost_optimized.joblib

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+version https://git-lfs.github.com/spec/v1
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+size 15700861

LightGBM_optimized.joblib

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5bdfe952a44a032ce017977e9dec9629ba4aa68d30076de9f45e256b8e44db63
+size 15080324

XGBoost_optimized.joblib

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c3923ca4c2412f9b620774453548c4774e0e5200a1b17717c8069fc8821d8257
+size 10092229

ensemble_info_optimized.json

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+{
+  "weights": {
+    "XGBoost": 0.05,
+    "CatBoost": 0.8500000000000001,
+    "LightGBM": 0.09999999999999987
+  },
+  "threshold": 0.2599999999999999,
+  "optimal_thresholds": {
+    "XGBoost": 0.2799999999999999,
+    "CatBoost": 0.22999999999999995,
+    "LightGBM": 0.3699999999999999
+  }
+}

model_metrics_optimized.csv

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+model,threshold,accuracy,precision,recall,f1,roc_auc
+XGBoost_optimized,0.2799999999999999,0.8052142857142857,0.7433587960323794,0.931961120640366,0.82704382571193,0.9223024746293794
+CatBoost_optimized,0.22999999999999995,0.8001428571428572,0.7356308935788056,0.9366781017724414,0.824069416498994,0.9251015265637639
+LightGBM_optimized,0.3699999999999999,0.8022857142857143,0.7407196538373947,0.9298170383076043,0.8245658511851945,0.917906034418297
+Ensemble_optimized,0.2599999999999999,0.8077142857142857,0.7460553395838098,0.9326758147512865,0.8289925041290814,0.9249646489680486