Upload run run_20251220T065243Z_f81477cf
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runs/run_20251220T065243Z_f81477cf/metadata.json
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{
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"best_params": {
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"clf__colsample_bytree": 0.6222413119877214,
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"clf__gamma": 2.8016294354963875,
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"clf__grow_policy": "depthwise",
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"clf__learning_rate": 0.013300784929337669,
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"clf__max_depth": 3,
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"clf__max_leaves": 48,
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"clf__min_child_weight": 2.99010375488105,
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"clf__n_estimators": 665,
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"clf__reg_alpha": 0.5674798711313409,
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"clf__reg_lambda": 0.17870646131379275,
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"clf__scale_pos_weight": 1.3068707975320648,
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"clf__subsample": 0.6170790044659973
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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": "2025-12-20T07:07:07.129631+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_20251220T065243Z_f81477cf",
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"sklearn_version": "1.8.0"
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}
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runs/run_20251220T065243Z_f81477cf/metrics.json
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{
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"cv": {
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"best_params": {
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"clf__colsample_bytree": 0.6222413119877214,
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"clf__gamma": 2.8016294354963875,
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"clf__grow_policy": "depthwise",
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"clf__learning_rate": 0.013300784929337669,
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"clf__max_depth": 3,
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"clf__max_leaves": 48,
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"clf__min_child_weight": 2.99010375488105,
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"clf__n_estimators": 665,
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"clf__reg_alpha": 0.5674798711313409,
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"clf__reg_lambda": 0.17870646131379275,
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"clf__scale_pos_weight": 1.3068707975320648,
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"clf__subsample": 0.6170790044659973
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},
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"best_trial_number": 205,
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"best_value": 0.6631404876882782,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"mean": 0.6631404876882782,
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"per_fold": [
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],
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"std": 0.030383111487995714
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},
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"f1": {
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"mean": 0.6064140007982466,
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"std": 0.019489319458191816
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"std": 0.025136530826482387
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"recall": {
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"std": 0.02973391315393513
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"roc_auc": {
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"std": 0.015470999442612371
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"n_trials": 250
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"direction": "maximize",
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"model_type": "xgb",
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"primary_metric": "average_precision",
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"primary_value": 0.6740910960530041,
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"run_id": "run_20251220T065243Z_f81477cf",
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"threshold": 0.5
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}
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runs/run_20251220T065243Z_f81477cf/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:81b0ff968ef272191bdb2691c34c1d4c6f90af0f7c93edd09711114c4b4767d5
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size 701855
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