change input_df

app.py

@@ -30,8 +30,9 @@ def predict(model, input_df):
 
 # the parameters in this function, actually gets the inputs for the prediction 
 def predict_amputation(age, gender, race, diabetes_type):
-	input_dict = {"AGE": 70.0, "GENDER_F": 0.0, "RACE_Asian": 1.0, "RACE_Black": 0.0,	"RACE_Coloured": 0.0,	"RACE_Other": 0.0,	"RACE_White": 0.0,	"DIABETES_CLASS_Type 1 diabetes":0.0}
-	input_df = pd.DataFrame(input_dict)
+	#input_dict = {"AGE": 70.0, "GENDER_F": 0.0, "RACE_Asian": 1.0, "RACE_Black": 0.0,	"RACE_Coloured": 0.0,	"RACE_Other": 0.0,	"RACE_White": 0.0,	"DIABETES_CLASS_Type 1 diabetes":0.0}
+	input_dict = {"AGE": 70.0, "GENDER": 0.0, "RACE": 1.0, "DIABETES_CLASS":0.0}
+	input_df = pd.DataFrame([input_dict])
 	return "ALLAH: "+predict(model=model, input_df=input_df) # calls the predict function when 'submit' is clicked