Upload run run_20251224T213337Z_a38b406e
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runs/run_20251224T213337Z_a38b406e/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": 0.885297914889198,
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"clf__learning_rate": 0.026489469207362663,
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"clf__max_depth": 7,
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"clf__min_child_samples": 179,
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"clf__min_split_gain": 3.854835899772805,
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"clf__n_estimators": 1139,
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"clf__num_leaves": 191,
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"clf__reg_alpha": 0.6403036652671171,
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"clf__reg_lambda": 6.366859160799429,
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"clf__scale_pos_weight": 3.0907236344562734,
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"clf__subsample": 0.7888859700647797,
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"clf__subsample_freq": 1
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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": "2025-12-24T21:34:20.408570+00:00",
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"model_type": "lgb",
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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_20251224T213337Z_a38b406e",
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"sklearn_version": "1.8.0"
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}
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runs/run_20251224T213337Z_a38b406e/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": 0.885297914889198,
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"clf__learning_rate": 0.026489469207362663,
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"clf__max_depth": 7,
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"clf__min_child_samples": 179,
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"clf__min_split_gain": 3.854835899772805,
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"clf__n_estimators": 1139,
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"clf__num_leaves": 191,
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"clf__reg_alpha": 0.6403036652671171,
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"clf__reg_lambda": 6.366859160799429,
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"clf__scale_pos_weight": 3.0907236344562734,
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"clf__subsample": 0.7888859700647797,
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"clf__subsample_freq": 1
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},
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"best_trial_number": 7,
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"best_value": 0.6600682021165376,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"mean": 0.6600682021165376,
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"std": 0.03203698682383745
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},
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"f1": {
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"run_id": "run_20251224T213337Z_a38b406e",
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"threshold": 0.5
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}
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runs/run_20251224T213337Z_a38b406e/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:957c12914d29aea723a59400cbaef0205c0fbc986f7ff1f82a0bd8fd29cb7ea9
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size 447662
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