Upload run run_20251220T072710Z_e22445a3

runs/run_20251220T072710Z_e22445a3/metadata.json

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+{
+  "best_params": {
+    "clf__C": 0.10576584517727664,
+    "clf__class_weight": "balanced",
+    "clf__l1_ratio": 0.8544840303393075
+  },
+  "cfg": {
+    "cv_splits": 5,
+    "direction": "maximize",
+    "holdout_size": 0.2,
+    "n_trials": 250,
+    "primary_metric": "average_precision",
+    "repo_id": "Carson-Shively/telco-churn",
+    "revision": "main",
+    "seed": 42,
+    "target_col": "churn",
+    "threshold": 0.5,
+    "train_hf_path": "data/gold/train.parquet"
+  },
+  "created_at_utc": "2025-12-20T07:41:50.719015+00:00",
+  "model_type": "lr",
+  "optuna_version": "4.6.0",
+  "platform": "Linux-6.6.105+-x86_64-with-glibc2.35",
+  "python": "3.12.12",
+  "run_id": "run_20251220T072710Z_e22445a3",
+  "sklearn_version": "1.8.0"
+}

runs/run_20251220T072710Z_e22445a3/metrics.json

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+{
+  "cv": {
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+      "clf__class_weight": "balanced",
+      "clf__l1_ratio": 0.8544840303393075
+    },
+    "best_trial_number": 15,
+    "best_value": 0.6526182204468758,
+    "direction": "maximize",
+    "metrics": {
+      "average_precision": {
+        "mean": 0.6526182204468758,
+        "per_fold": [
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+          0.6258335115958639,
+          0.6434320054266116,
+          0.6681242069561082,
+          0.7016400130926774
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+        "std": 0.032637681175912175
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+      "f1": {
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+        "per_fold": [
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+          0.6300148588410104,
+          0.6099706744868035,
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+        "std": 0.015475510972637285
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+      "neg_brier": {
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+        "std": 0.004805840224776095
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+      "precision": {
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+        "per_fold": [
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+      "recall": {
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+        "per_fold": [
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+          0.7761194029850746,
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+        "std": 0.020024489350744412
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+      "roc_auc": {
+        "mean": 0.8426860965797754,
+        "per_fold": [
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+          0.8315168460645832,
+          0.831361790244488,
+          0.8458520067224201,
+          0.8604072466087792
+        ],
+        "std": 0.012037805530986634
+      }
+    },
+    "n_trials": 250
+  },
+  "direction": "maximize",
+  "holdout": {
+    "average_precision": 0.6778668165605151,
+    "f1": 0.6342042755344418,
+    "neg_brier": -0.15818959013311257,
+    "precision": 0.5266272189349113,
+    "recall": 0.7970149253731343,
+    "roc_auc": 0.8578314216697861
+  },
+  "model_type": "lr",
+  "primary_metric": "average_precision",
+  "primary_value": 0.6778668165605151,
+  "run_id": "run_20251220T072710Z_e22445a3",
+  "threshold": 0.5
+}

runs/run_20251220T072710Z_e22445a3/model.joblib

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+version https://git-lfs.github.com/spec/v1
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+size 10145