Upload run run_20251220T020915Z_d8a5fa51
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runs/run_20251220T020915Z_d8a5fa51/metadata.json
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{
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"best_params": {
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"clf__colsample_bytree": 0.6305853673074021,
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"clf__learning_rate": 0.010051369412975882,
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"clf__max_depth": 3,
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"clf__min_child_samples": 40,
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"clf__min_split_gain": 0.04871822099816723,
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"clf__n_estimators": 1668,
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"clf__num_leaves": 76,
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"clf__reg_alpha": 8.251987661267595,
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"clf__reg_lambda": 42.731745006374496,
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"clf__scale_pos_weight": 2.1661840044489895,
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"clf__subsample": 0.8154678721431183,
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"clf__subsample_freq": 0
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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": 0.5,
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"train_hf_path": "data/gold/train.parquet"
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},
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"created_at_utc": "2025-12-20T02:13:22.358963+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_20251220T020915Z_d8a5fa51",
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"sklearn_version": "1.8.0"
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}
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runs/run_20251220T020915Z_d8a5fa51/metrics.json
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{
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"cv": {
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"best_params": {
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"clf__colsample_bytree": 0.6305853673074021,
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"clf__learning_rate": 0.010051369412975882,
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"clf__max_depth": 3,
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"clf__min_child_samples": 40,
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"clf__min_split_gain": 0.04871822099816723,
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"clf__n_estimators": 1668,
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"clf__num_leaves": 76,
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"clf__reg_alpha": 8.251987661267595,
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"clf__reg_lambda": 42.731745006374496,
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"clf__scale_pos_weight": 2.1661840044489895,
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"clf__subsample": 0.8154678721431183,
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"clf__subsample_freq": 0
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},
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"best_trial_number": 44,
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"best_value": 0.6616679178140903,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"std": 0.028575743396567415
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"f1": {
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"run_id": "run_20251220T020915Z_d8a5fa51",
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}
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runs/run_20251220T020915Z_d8a5fa51/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:e13535c5a8914d2ec638f55992563da4989c275c4e1f7832776e692e627a20eb
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size 1491742
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