Update app.py

app.py

@@ -74,7 +74,7 @@ def extract_features(sequence):
     feature_array = np.array(feature_values).reshape(1, -1) # Reshape to (1, n_features) - CORRECT SHAPE
     print(f"Shape of feature_array before normalization: {feature_array.shape}") # Debug print
 
-    normalized_features = scaler.transform(feature_array.T) # Normalize - NO TRANSPOSE
+    normalized_features = scaler.transform(feature_array) # Normalize - NO TRANSPOSE
     normalized_features = normalized_features.flatten() # Flatten AFTER normalization if needed
 
 
@@ -84,7 +84,7 @@ def extract_features(sequence):
             selected_feature_dict[feature] = normalized_features[i]
 
     selected_feature_df = pd.DataFrame([selected_feature_dict])
-    selected_feature_array = selected_feature_df.T.to_numpy()
+    selected_feature_array = selected_feature_df.to_numpy()
 
     return selected_feature_array