Update app.py

app.py

@@ -121,7 +121,7 @@ class NEI:
         title = 1 if w[0].isupper() else 0
         allcaps = 1 if w.isupper() else 0
         sw = 1 if w.lower() in SW else 0
-        punct = 1 if w in PUNCT else  0
+        punct = 1 if w in PUNCT else 0
         return [title, allcaps, len(w), sw, punct, scaled_position]
 
     def create_data(self, data):
@@ -149,9 +149,8 @@ class NEI:
         _, X_val, y_val = self.create_data(val_data)
         X_val = self.scaler.transform(X_val)
         y_pred_val = self.model.predict(X_val)
-        
+        # print(classification_report(y_true=y_val, y_pred=y_pred_val))
         self.confusion_matrix(y_val,y_pred_val)
-        
         self.performance(y_val,y_pred_val)
 
     def infer(self, sentence):