Upload run run_20251223T225122Z_ae0d86db
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runs/run_20251223T225122Z_ae0d86db/metadata.json
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{
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"best_params": {
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"clf__colsample_bytree": 0.7554709158757928,
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"clf__gamma": 1.7837666334679465,
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"clf__grow_policy": "lossguide",
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"clf__learning_rate": 0.1459476894296684,
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"clf__max_depth": 3,
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"clf__max_leaves": 63,
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"clf__min_child_weight": 1.1450964268326638,
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"clf__n_estimators": 1898,
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"clf__reg_alpha": 13.921548533046511,
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"clf__reg_lambda": 0.022737628102536857,
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"clf__scale_pos_weight": 1.409431399338736,
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"clf__subsample": 0.7301321323053057
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},
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"cfg": {
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"cv_splits": 5,
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"direction": "maximize",
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"holdout_size": 0.2,
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"n_trials": 10,
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"primary_metric": "average_precision",
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"repo_id": "Carson-Shively/telco-churn",
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"revision": "main",
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"seed": 42,
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"target_col": "churn",
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"threshold": 0.5,
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"train_hf_path": "data/gold/train.parquet"
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},
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"created_at_utc": "2025-12-23T22:52:02.534982+00:00",
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"model_type": "xgb",
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"optuna_version": "4.6.0",
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"platform": "Linux-6.6.105+-x86_64-with-glibc2.35",
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"python": "3.12.12",
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"run_id": "run_20251223T225122Z_ae0d86db",
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"sklearn_version": "1.8.0"
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}
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runs/run_20251223T225122Z_ae0d86db/metrics.json
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{
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"cv": {
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"best_params": {
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"clf__colsample_bytree": 0.7554709158757928,
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"clf__gamma": 1.7837666334679465,
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"clf__grow_policy": "lossguide",
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"clf__learning_rate": 0.1459476894296684,
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"clf__max_depth": 3,
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"clf__max_leaves": 63,
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"clf__min_child_weight": 1.1450964268326638,
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"clf__n_estimators": 1898,
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"clf__reg_alpha": 13.921548533046511,
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"clf__reg_lambda": 0.022737628102536857,
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"clf__scale_pos_weight": 1.409431399338736,
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"clf__subsample": 0.7301321323053057
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},
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"best_trial_number": 4,
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"best_value": 0.6580481928355917,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"mean": 0.6580481928355917,
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"std": 0.03215313646413326
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},
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"f1": {
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"run_id": "run_20251223T225122Z_ae0d86db",
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"threshold": 0.5
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}
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runs/run_20251223T225122Z_ae0d86db/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:a921a352e96a83f99671ed0eb619eb750e61cc1476542a0f0033a828700e1041
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size 1349870
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