Upload tuning_results_summary.json with huggingface_hub

tuning_results_summary.json

@@ -4,12 +4,12 @@
       "clf__max_depth": null,
       "clf__min_samples_split": 2
     },
-    "cv_best_score": 0.6300000794885706,
+    "cv_best_score": 0.6300000794885704,
     "test_metrics": {
       "accuracy": 0.8966376089663761,
       "precision": 0.7608695652173914,
       "recall": 0.6774193548387096,
-      "f1": 0.7167235494880546
+      "f1": 0.7167235494880545
     }
   },
   "Bagging": {
@@ -22,7 +22,7 @@
       "accuracy": 0.9227895392278954,
       "precision": 0.8907563025210085,
       "recall": 0.6838709677419355,
-      "f1": 0.7737226277372263
+      "f1": 0.7737226277372262
     }
   },
   "RandomForest": {
@@ -41,14 +41,14 @@
   "AdaBoost": {
     "best_params": {
       "clf__learning_rate": 1.0,
-      "clf__n_estimators": 100
+      "clf__n_estimators": 50
     },
-    "cv_best_score": 0.4178664384287583,
+    "cv_best_score": 0.4779972612213404,
     "test_metrics": {
-      "accuracy": 0.8393524283935243,
-      "precision": 0.76,
-      "recall": 0.24516129032258063,
-      "f1": 0.37073170731707317
+      "accuracy": 0.825653798256538,
+      "precision": 0.6027397260273972,
+      "recall": 0.2838709677419355,
+      "f1": 0.38596491228070173
     }
   },
   "GradientBoosting": {
@@ -70,12 +70,12 @@
       "clf__max_depth": 6,
       "clf__n_estimators": 100
     },
-    "cv_best_score": 0.7225232063219393,
+    "cv_best_score": 0.7289349713719079,
     "test_metrics": {
-      "accuracy": 0.9153175591531756,
-      "precision": 0.7735849056603774,
-      "recall": 0.7935483870967742,
-      "f1": 0.7834394904458599
+      "accuracy": 0.9041095890410958,
+      "precision": 0.74375,
+      "recall": 0.7677419354838709,
+      "f1": 0.7555555555555556
     }
   }
 }