Upload run run_20251224T212736Z_9be87f19
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runs/run_20251224T212736Z_9be87f19/metadata.json
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{
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"artifact_version": 2,
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"best_params": {
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"clf__C": 0.35849855803404745,
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"clf__class_weight": null,
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"clf__l1_ratio": 0.046450412719997725
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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": "2025-12-24T21:28:23.173800+00:00",
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"model_type": "lr",
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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_20251224T212736Z_9be87f19",
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"sklearn_version": "1.8.0"
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}
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runs/run_20251224T212736Z_9be87f19/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__C": 0.35849855803404745,
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"clf__class_weight": null,
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"clf__l1_ratio": 0.046450412719997725
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},
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"best_trial_number": 7,
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"best_value": 0.6545216480419388,
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"direction": "maximize",
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"metrics": {
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"average_precision": {
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"mean": 0.6545216480419388,
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"per_fold": [
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],
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"std": 0.0328841210473004
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},
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"f1": {
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"mean": 0.5852116901360744,
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"per_fold": [
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"std": 0.04457042684069215
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"neg_brier": {
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"std": 0.037272429674099695
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"recall": {
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"std": 0.04924807746834753
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"roc_auc": {
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"std": 0.02059908068377287
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"n_trials": 10
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},
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"direction": "maximize",
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"holdout": {
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"average_precision": 0.6722107773022239,
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"f1": 0.587248322147651,
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"neg_brier": -0.1352359660319044,
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"precision": 0.6704980842911877,
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"recall": 0.5223880597014925,
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"roc_auc": 0.8389099518484747
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},
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"model_type": "lr",
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"primary_metric": "average_precision",
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"primary_value": 0.6722107773022239,
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"run_id": "run_20251224T212736Z_9be87f19",
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"threshold": 0.5
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}
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runs/run_20251224T212736Z_9be87f19/model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:7981d34fc99b6ea5bb0d3e3c3f28b511e965c5c66331bdfd55ea80348f1f159e
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size 10145
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