Upload run run_20260115T195929Z_036e571d
Browse files
runs/run_20260115T195929Z_036e571d/metadata.json
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{
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"artifact_version": 4,
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"best_params": {
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"clf__colsample_bytree": 0.9087771813039374,
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"clf__gamma": 2.6150468892997214,
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"clf__grow_policy": "depthwise",
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"clf__learning_rate": 0.05556581305331267,
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"clf__max_depth": 4,
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"clf__max_leaves": 58,
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"clf__min_child_weight": 1.4398695302844824,
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"clf__n_estimators": 672,
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"clf__reg_alpha": 0.0017290048715444836,
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"clf__reg_lambda": 2.83606361725997,
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"clf__scale_pos_weight": 8.546414633908217,
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"clf__subsample": 0.9602970731243815
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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": 50,
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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": 0.9669967889785767,
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"train_hf_path": "data/gold/train.parquet"
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},
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"created_at_utc": "2026-01-15T20:02:44.010428+00:00",
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"model_type": "xgb",
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"optuna_version": "4.6.0",
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"platform": "Linux-6.6.99-08879-gd6e365e8de4e-x86_64-with-glibc2.36",
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"python": "3.11.2",
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"run_id": "run_20260115T195929Z_036e571d",
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"sklearn_version": "1.8.0"
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}
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runs/run_20260115T195929Z_036e571d/metrics.json
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{
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"artifact_version": 4,
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"cv": {
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"best_params": {
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"clf__colsample_bytree": 0.9087771813039374,
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"clf__gamma": 2.6150468892997214,
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"clf__grow_policy": "depthwise",
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"clf__learning_rate": 0.05556581305331267,
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"clf__max_depth": 4,
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"clf__max_leaves": 58,
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"clf__min_child_weight": 1.4398695302844824,
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"clf__n_estimators": 672,
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"clf__reg_alpha": 0.0017290048715444836,
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"clf__reg_lambda": 2.83606361725997,
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"clf__scale_pos_weight": 8.546414633908217,
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"clf__subsample": 0.9602970731243815
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},
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"best_trial_number": 41,
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"best_value": 0.6902112836228086,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"mean": 0.6902112836228086,
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"per_fold": [
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"std": 0.03370003997779721
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},
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"f1": {
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}
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runs/run_20260115T195929Z_036e571d/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:c1f4ebcdaf1ee750d3c31db10ebb2faaa19cac8f328ac079add0f4a6c03ae82b
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size 624397
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