Update app.py

app.py

@@ -5,35 +5,35 @@ import streamlit.components.v1 as components
 
 # Load the pickled model
 def load_model():
-    return pickle.load(open('currency-exchange-rate-prediction_DTR.pkl', 'rb'))#change
+    return pickle.load(open('currency-exchange-rate-prediction_DTR.pkl', 'rb'))
 
 # Function for model prediction
 def model_prediction(model, features):
-    predicted = str(list(model.predict(features)[0]))
+    predicted = str(model.predict(features)[0])
     return predicted
 
 def app_design():
     # Add input fields for High, Open, and Low values
-    image = '10.png' #change
+    image = '10.png'
     st.image(image, use_column_width=True)
     
-    st.subheader("Enter the following values:") #change
-    
+    st.subheader("Enter the following values:")
+
     Open = st.number_input("Open")
     High = st.number_input("High")
     Low = st.number_input("Low")
-
- # Create a feature list from the user inputs
+    
+ 
+    # Create a feature list from the user inputs
     features = [[Open,High,Low]]
     
     # Load the model
     model = load_model()
     
     # Make a prediction when the user clicks the "Predict" button
-    if st.button('Predict Price'):
+    if st.button('Predict Amount'):
         predicted_value = model_prediction(model, features)
-      
-        st.success(f"The Currency Exchange Rate price is: {predicted_value}")       
+        st.success(f'The Closing amount is: {predicted_value}')
 
 
 def about_hidevs():
@@ -72,4 +72,4 @@ def main():
         about_hidevs()
 
 if __name__ == '__main__':
-        main()
+        main()