comparison added

app.py

@@ -160,4 +160,13 @@ with st.form('model_test_prediction'):
                 st.dataframe(out.drop('nlp_text', axis=1))
             else:
                 st.dataframe(out)
-            s3.metric(label ='Accuracy',value = acc, delta = '', delta_color = 'inverse')
+            s3.metric(label ='Accuracy',value = acc, delta = '', delta_color = 'inverse')
+  
+st.header("Comparison - Model Performance")
+met = pd.read_csv("model_comparison.csv")
+a1, a2 = st.columns((0.5,0.5))
+a1.subheader("Evaluation Metrics")
+a1.dataframe(met[12:].reset_index(drop=True))
+
+a2.subheader("Area under ROC curve")
+a2.dataframe(met[:11])