Upload run run_20251225T025315Z_b7ab4a0c
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runs/run_20251225T025315Z_b7ab4a0c/metadata.json
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{
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"artifact_version": 2,
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"best_params": {
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"clf__colsample_bytree": 0.6715994478033552,
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"clf__gamma": 4.816980940290517,
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"clf__grow_policy": "depthwise",
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"clf__learning_rate": 0.08817130169889077,
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"clf__max_depth": 3,
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"clf__max_leaves": 240,
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"clf__min_child_weight": 1.0184741402414321,
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"clf__n_estimators": 1588,
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"clf__reg_alpha": 0.7501266029835337,
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"clf__reg_lambda": 0.0012095964519602438,
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"clf__scale_pos_weight": 0.6337413640873898,
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"clf__subsample": 0.6146452403984833
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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": 250,
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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": "2025-12-25T03:03:57.833163+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_20251225T025315Z_b7ab4a0c",
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"sklearn_version": "1.8.0"
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}
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runs/run_20251225T025315Z_b7ab4a0c/metrics.json
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{
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"artifact_version": 2,
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"cv": {
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"best_params": {
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"clf__colsample_bytree": 0.6715994478033552,
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"clf__gamma": 4.816980940290517,
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"clf__grow_policy": "depthwise",
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"clf__learning_rate": 0.08817130169889077,
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"clf__max_depth": 3,
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"clf__max_leaves": 240,
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"clf__min_child_weight": 1.0184741402414321,
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"clf__n_estimators": 1588,
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"clf__reg_alpha": 0.7501266029835337,
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"clf__reg_lambda": 0.0012095964519602438,
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"clf__scale_pos_weight": 0.6337413640873898,
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"clf__subsample": 0.6146452403984833
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},
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"best_trial_number": 172,
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"best_value": 0.6626783658055577,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"mean": 0.6626783658055577,
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"std": 0.028753362544231494
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},
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"f1": {
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"threshold": 0.5
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}
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runs/run_20251225T025315Z_b7ab4a0c/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:f50aef9f2f15cfd697e463d49160c25ab87e174210f91158145d0fdb29098fd9
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size 1130844
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