Removed std

app.py

@@ -45,9 +45,6 @@ def wine_quality(type, fixed_acidity, volatile_acidity, citric_acid, residual_su
     df['cv'] = df.std(axis = 1, skipna = True)/df.mean(axis = 1, skipna = True)
     df['range'] = df.max(axis = 1, skipna = True) - df.min(axis = 1, skipna = True)
     df['iqr'] = df.quantile(q=0.75, axis=1) - df.quantile(q=0.25, axis=1)
-    scaler = StandardScaler()
-    transformed = scaler.fit_transform(df)
-    df = pd.DataFrame(transformed, columns=df.columns)
     print("Predicting")
     print(df)
     # 'res' is a list of predictions returned as the label.