Initial upload (auto-create if missing)

tiktok_bot_detection.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b8b70c4f9f2da43c1a55cf5beaa7f412133c53a994f0f5e2ae555fec43657b5b
-size 5917753
+oid sha256:3cb1966e39d67e4b9a5630620c545b3a54ad3ffb287383727640d21caf1871b8
+size 3787673

tiktok_metrics.txt

@@ -1,23 +1,23 @@
 Model: Tiktok Bot Detection
-Date: 2026-01-07 14:47:41.866486
+Date: 2026-01-07 14:59:29.672424
 
 ============================================================
 Performance Metrics
 ============================================================
 
-Accuracy: 0.9224
-Precision: 0.9596
-Recall: 0.9094
-F1: 0.9338
-Roc_auc: 0.9773
-Avg_precision: 0.9844
+Accuracy: 0.9119
+Precision: 0.9554
+Recall: 0.8955
+F1: 0.9245
+Roc_auc: 0.9758
+Avg_precision: 0.9846
 
 Best Parameters:
   class_weight: balanced
-  max_depth: 30
+  max_depth: 10
   max_features: sqrt
   min_samples_leaf: 1
-  min_samples_split: 5
+  min_samples_split: 10
   n_estimators: 300
 
-Cross-Validation ROC-AUC: 0.9751 (+/- 0.0205)
+Cross-Validation ROC-AUC: 0.9778 (+/- 0.0185)

tiktok_scaler.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e7768bfc30d959fda3f4cea858c95e8896d035dd77847ee96dc1e582a36d5a4e
+oid sha256:cfdf6853c9a70afc0b8c8714c63417ad07f8687c1300727ab749e3d940b014cc
 size 1631