ss

pages/3_Training the Model.py

@@ -67,6 +67,12 @@ def create_model_inputs(data, lag, mean_period, target_variable):
 
 def show_output(y_test, y_pred, target_variable_name):
     st.subheader("Model Performance")
+    st.dataframe(y_test)
+    missing_percentage = (y_test.isna().mean() * 100).round(2)
+    st.write(missing_percentage)
+    st.dataframe(y_pred)
+    missing_percentage = (y_pred.isna().mean() * 100).round(2)
+    st.write(missing_percentage)
     st.write(f"Test R2 score: {r2_score(y_test, y_pred):.2f}")
 
     fig, axs = plt.subplots(3, figsize=(12, 18))