Initial upload (auto-create if missing)

instagram_bot_detection.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:847f0355a5475bc2a9daeed64046d35efe66c1604411a56a898ce49927aeb885
-size 1860473
+oid sha256:8ada82975bc140d6e489c1c94f913b4445221d4b28ae2ae3afb630bcee8e6bca
+size 1321257

instagram_metrics.txt

@@ -1,20 +1,20 @@
 Model: Instagram Bot Detection
-Date: 2026-01-06 16:03:24.063826
+Date: 2026-01-07 15:09:25.421744
 
 ============================================================
 Performance Metrics
 ============================================================
 
-Accuracy: 0.9788
+Accuracy: 0.9800
 Precision: 0.9923
-Recall: 0.9652
-F1: 0.9786
-Roc_auc: 0.9979
+Recall: 0.9677
+F1: 0.9798
+Roc_auc: 0.9978
 Avg_precision: 0.9982
 
 Best Parameters:
-  class_weight: balanced
-  max_depth: 30
+  class_weight: None
+  max_depth: 10
   max_features: sqrt
   min_samples_leaf: 1
   min_samples_split: 2

instagram_scaler.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:de0cc5bf71f214e80e783833341423707ef14e26ae049949e74f5fe01d195b6d
+oid sha256:4c915dd3c20bd00aeac327ef5530086ba2ddd8edfd24cb43e2dfa504d279b7a8
 size 1511