updateGUI

app.py

@@ -174,19 +174,26 @@ if uploaded_file is not None:
         
 
     exp_html = exp.as_html()
-    components.html(exp_html,  height=1400, width=None)
-
-    # def extract_explain(exp, label):
-    #     ans = exp.local_exp[label]
-    #     ans = [(exp.domain_mapper.feature_names[x[0]],
-    #             exp.domain_mapper.feature_values[x[0]],
-    #             exp.domain_mapper.discretized_feature_names[x[0]],
-    #             float(x[1])
-    #             ) for x in ans]
+    full_html = exp_html + """
+        <style>
+            div[class="lime explanation"] { display: none; } /* This targets the tree section */
+            .lime.table_div {overflow-x: hidden}
+        </style>
+    """
+    components.html(full_html, height=320, width=None, scrolling=True)
+
+
+    def extract_explain(exp, label):
+        ans = exp.local_exp[label]
+        ans = [(exp.domain_mapper.feature_names[x[0]],
+                exp.domain_mapper.feature_values[x[0]],
+                exp.domain_mapper.discretized_feature_names[x[0]],
+                float(x[1])
+                ) for x in ans]
         
-    #     return ans
+        return ans
 
-    # explanation_list = extract_explain(exp, predicted)
-    # explanation_df = pd.DataFrame(explanation_list, columns=['Feature', 'Value', 'Explain', 'Weight'])
-    # st.table(explanation_df)
+    explanation_list = extract_explain(exp, predicted)
+    explanation_df = pd.DataFrame(explanation_list, columns=['Feature', 'Value', 'Explain', 'Weight'])
+    st.table(explanation_df)