changed for user input

app.py

@@ -13,9 +13,14 @@ with open(model_path, 'rb') as f:
 # Define the prediction function
 def predict(input_data):
     # Convert input_data to numpy array
-    input_data = np.array(input_data).reshape(1, -1)
+    input=input_data.split(' ')
+    first=float(input[0])
+    second=float(input[1])
+    third=float(input[2])
+    fourth=float(input[3])
+    fifth=float(input[4])
     # Make predictions
-    predictions = knn.predict([[0.2,0.03,0.0,1.0,0.0]])
+    predictions = knn.predict([[first,second,third,fourth,fifth]])
     return predictions[0]
 
 
@@ -25,7 +30,7 @@ iface = gr.Interface(
     inputs='text',
     outputs='text',
     title="KNN Model Prediction",
-    description="Enter values for each feature to get a prediction."
+    description="Enter values for each feature with spaces to get a prediction."
 )
 
 # Launch the interface