Update app.py

app.py

@@ -16,51 +16,51 @@ X_min = np.min(X_for_train, axis=0)
 X_max = np.max(X_for_train, axis=0)
 
 def webai(user_input):
- user_input_clear = user_input
- input_data = [user_input_clear]
- input_data_scaled = (input_data - X_min) / (X_max - X_min)
+     user_input_clear = user_input
+     input_data = [user_input_clear]
+     input_data_scaled = (input_data - X_min) / (X_max - X_min)
     
     # Получаем предсказание от модели
- predicted_result_scaled = model.predict(input_data_scaled)
- otv = round(predicted_result_scaled[0][0] * 100, 2)
+     predicted_result_scaled = model.predict(input_data_scaled)
+     otv = round(predicted_result_scaled[0][0] * 100, 2)
     if otv < 0:
- otv = 0
+        otv = 0
     elif otv > 100:
- otv = 100
- chans = ''
+        otv = 100
+    chans = ''
     if otv >=0 and otv < 30:
- chans = "Низкий"
+        chans = "Низкий"
     elif otv >=30 and otv <50:
- chans = "Средний"
+        chans = "Средний"
     elif otv >=50 and otv <70:
- chans = "Высокий, обратитесь к кардиологу"
+        chans = "Высокий, обратитесь к кардиологу"
     else:
- chans = "Крайне высокий, обязательно обратитесь к кардиологу"
+        chans = "Крайне высокий, обязательно обратитесь к кардиологу"
     
     return f'Вероятность заболевания: {otv}. Шанс вашего заболевания: ' + chans
 
 
 def pomoch(age, gender, height, weight, ap_hi, ap_lo, cholesterol, gluc, smoke, alco, active):
     try:
- X = [int(age), gender, int(height), int(weight), int(ap_hi), int(ap_lo), float(cholesterol), float(gluc), smoke,
- alco, active]
- X[0] = today().year - X[0]
+        X = [int(age), gender, int(height), int(weight), int(ap_hi), int(ap_lo), float(cholesterol), float(gluc), smoke,
+        alco, active]
+        X[0] = today().year - X[0]
         if X[1] == "Мужской":
- X[1] = 0
+            X[1] = 0
         else:
- X[1] = 1
+            X[1] = 1
         for i in range(8, 11):
             if X[i] == "Да":
- X[i] = 1
+                X[i] = 1
             else:
- X[i] = 0
+                X[i] = 0
         if X[6] <= 5:
- X[6] = 1
+            X[6] = 1
         else:
             if X[6] >= 7.8:
- X[6] = 3
+                X[6] = 3
             else:
- X[6] = 2
+                X[6] = 2
     
         if X[7] <= 5.5 and X[7] >= 3.3:
             X[7] = 1