Update app.py

app.py

@@ -262,7 +262,14 @@ if uploaded_file is not None:
             model_ = st.session_state['optimized_models'][0]  # We only fit one model
             analysis_ = st.session_state['analyses'][0]
 
-            st.metric(label="Model's score (R^2)", value=model_.score())
+            with st.popover("Optimized Model Summary"):
+                mcol1_, mcol2_ = st.columns(2)
+                with mcol1_:
+                    st.metric(label="Model's score (R^2)", value=model_.score())
+                
+                with mcol2_:
+                    st.write('Best hyperparameters')
+                    st.json(model_.get_params(), expanded=False)
 
             # Plot original vs. reconstructed and residual
             col3_, col4_ = st.columns(2)