Upload run run_20251220T070850Z_774b4d17
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runs/run_20251220T070850Z_774b4d17/metadata.json
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{
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"best_params": {
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"clf__colsample_bytree": 0.6555050804983747,
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"clf__learning_rate": 0.019255471087686393,
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"clf__max_depth": 3,
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"clf__min_child_samples": 42,
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"clf__min_split_gain": 0.7687282421993722,
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"clf__n_estimators": 733,
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"clf__num_leaves": 115,
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"clf__reg_alpha": 0.0409268313131681,
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"clf__reg_lambda": 65.88821500198348,
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"clf__scale_pos_weight": 5.15424646817999,
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"clf__subsample": 0.8982136232553672,
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"clf__subsample_freq": 8
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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": "2025-12-20T07:26:39.866085+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_20251220T070850Z_774b4d17",
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"sklearn_version": "1.8.0"
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}
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runs/run_20251220T070850Z_774b4d17/metrics.json
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{
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"cv": {
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"best_params": {
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"clf__colsample_bytree": 0.6555050804983747,
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"clf__learning_rate": 0.019255471087686393,
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"clf__max_depth": 3,
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"clf__min_child_samples": 42,
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"clf__min_split_gain": 0.7687282421993722,
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"clf__n_estimators": 733,
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"clf__num_leaves": 115,
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"clf__reg_alpha": 0.0409268313131681,
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"clf__reg_lambda": 65.88821500198348,
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"clf__scale_pos_weight": 5.15424646817999,
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"clf__subsample": 0.8982136232553672,
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"clf__subsample_freq": 8
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},
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"best_trial_number": 238,
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"best_value": 0.6638112704881795,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"std": 0.03000210326690365
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"f1": {
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runs/run_20251220T070850Z_774b4d17/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:d5e23a0b5c12a5935e46919b564215bd301db171ff4153644d4c494c9bf57b24
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size 700478
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