Update app.py

app.py

@@ -72,7 +72,7 @@ except ValueError as e:
     X_train_resampled, y_train_resampled = X_train_tfidf, y_train
 
 # Logistic Regression Model
-model = LogisticRegression(C=10, max_iter=1000, n_jobs=-1, solver='lbfgs', multi_class='multinomial')
+model = LogisticRegression(C=1, max_iter=5000, n_jobs=-1, solver='lbfgs', multi_class='multinomial', class_weight='balanced')
 model.fit(X_train_resampled, y_train_resampled)
 
 # Evaluate Model