Update app.py

app.py

@@ -225,31 +225,31 @@ RED_SVD   = "preprocessor/truncated_svd.joblib"
 
 # Map each model to its specific file paths
 MODEL_CONFIG = {
-    "XGBoost": {
+    "XGBoost (BoW)": {
         "model_path": "models/bow_models_without_pca/xgboost_model.joblib",
         "vec_path": VEC_COUNT,
         "red_path": None,
         "dense_required": False
     },
-    "LightGBM": {
+    "LightGBM (BoW)": {
         "model_path": "models/bow_models_without_pca/lightgbm_model.joblib",
         "vec_path": VEC_COUNT,
         "red_path": None,
         "dense_required": False
     },
-    "Random Forest": {
+    "Random Forest (BoW)": {
         "model_path": "models/bow_models_without_pca/random_forest_model.joblib",
         "vec_path": VEC_COUNT,
         "red_path": None,
         "dense_required": False
     },
-    "Linear SVM": {
+    "Linear SVM (TF-IDF + SVD)": {
         "model_path": "models/tfidf_models_with_truncatedSVD/linear_svm_model.joblib",
         "vec_path": VEC_TFIDF,
         "red_path": RED_SVD,
         "dense_required": False
     },
-    "Logistic Regression": {
+    "Logistic Regression (TF-IDF + SVD)": {
         "model_path": "models/tfidf_models_with_truncatedSVD/logistic_regression_model.joblib",
         "vec_path": VEC_TFIDF,
         "red_path": RED_SVD,