change input_dict

app.py

@@ -31,11 +31,20 @@ 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_dict = {"AGE": 70.0, "GENDER": 0.0, "RACE": 1.0, "DIABETES_CLASS":0.0}
+	
+	
+	#input_dict = {"AGE": 70.0, "GENDER": 0.0, "RACE": 1.0, "DIABETES_CLASS":0.0}
+	
+	
+	input_dict = {"AGE": 70, "GENDER": "F", "RACE": "Asian", "DIABETES_CLASS":"Type 2 diabetes"}
+	
+	
 	input_df = pd.DataFrame([input_dict])
 	return "ALLAH: "+predict(model=model, input_df=input_df) # calls the predict function when 'submit' is clicked
 
 
+
+
 title = "DIabetes-related Amputation Risk Calculator (DIARC)"
 
 description = "A diabetes-related amputation machine learning model trained on the diabetes dataset from the Inkosi Albert Luthuli Central Hospital (IALCH) in Durban, KwaZulu-Natal, South Africa."