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models/model_weights/custom_models/bengali_model.pkl

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models/model_weights/custom_models/bengali_vectorizer.pkl

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models/model_weights/custom_models/english_model.pkl

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models/model_weights/custom_models/english_vectorizer.pkl

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models/model_weights/custom_models/metadata.json

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+{
+  "training_date": "2025-11-10 22:41:20",
+  "models": {
+    "english": {
+      "best_model": "logistic",
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+      "num_classes": 2,
+      "samples": 726119,
+      "comparison": {
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+          "f1_score": 0.8236057473045872,
+          "training_time": 12.177018880844116
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+        "svm": {
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+          "f1_score": 0.3313417045600173,
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+    "bengali": {
+      "best_model": "logistic",
+      "f1_score": 0.8723120553261358,
+      "num_classes": 2,
+      "samples": 30000,
+      "comparison": {
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+          "f1_score": 0.8723120553261358,
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+        "svm": {
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+          "f1_score": 0.16666666666666666,
+          "training_time": 357.4858100414276
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+  },
+  "separate_models": true,
+  "algorithms_tested": [
+    "logistic",
+    "svm",
+    "random_forest"
+  ]
+}