Upload run run_20260115T035903Z_fcd2b678
Browse files
runs/run_20260115T035903Z_fcd2b678/metadata.json
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{
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"artifact_version": 3,
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"best_params": {
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"clf__colsample_bytree": 0.872813396527414,
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"clf__learning_rate": 0.1443418850812341,
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"clf__max_depth": 2,
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"clf__min_child_samples": 128,
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"clf__min_split_gain": 1.7970237970611198,
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"clf__n_estimators": 2071,
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"clf__num_leaves": 208,
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"clf__reg_alpha": 0.026673169509468603,
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"clf__reg_lambda": 48.7197576550075,
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"clf__scale_pos_weight": 7.030512896596998,
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"clf__subsample": 0.8386552313139007,
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"clf__subsample_freq": 6
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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": "2026-01-15T04:00:27.777867+00:00",
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"model_type": "lgb",
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"optuna_version": "4.6.0",
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"platform": "Linux-6.6.99-08879-gd6e365e8de4e-x86_64-with-glibc2.36",
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"python": "3.11.2",
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"run_id": "run_20260115T035903Z_fcd2b678",
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"sklearn_version": "1.8.0"
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}
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runs/run_20260115T035903Z_fcd2b678/metrics.json
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{
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"artifact_version": 3,
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"cv": {
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"best_params": {
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"clf__colsample_bytree": 0.872813396527414,
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"clf__learning_rate": 0.1443418850812341,
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"clf__max_depth": 2,
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"clf__min_child_samples": 128,
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"clf__min_split_gain": 1.7970237970611198,
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"clf__n_estimators": 2071,
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"clf__num_leaves": 208,
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"clf__reg_alpha": 0.026673169509468603,
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"clf__reg_lambda": 48.7197576550075,
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"clf__scale_pos_weight": 7.030512896596998,
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"clf__subsample": 0.8386552313139007,
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"clf__subsample_freq": 6
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},
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"best_trial_number": 37,
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"best_value": 0.6944874051523279,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"mean": 0.6944874051523279,
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"per_fold": [
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],
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"std": 0.041821367288577875
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},
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"f1": {
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"std": 0.020798421065624982
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"std": 0.01730499326752725
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"recall": {
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"std": 0.03916693022552168
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"std": 0.023202849555227743
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"direction": "maximize",
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"run_id": "run_20260115T035903Z_fcd2b678",
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"threshold": 0.5
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}
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runs/run_20260115T035903Z_fcd2b678/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:e026133127dd611e67b4db31ff97f10664d7bd2eac933db9a3e47da1a4889ecb
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size 83774
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