add performance tab v2

app.py

@@ -488,6 +488,21 @@ if st.button('🤖 Run it'):
         ]
     ).round(2)
 
+    def get_acc(t, p):
+        if t == False and p <= 0.4:
+            return '✅'
+        elif t == True and p > 0.6:
+            return '✅'
+        elif t == False and p > 0.6:
+            return '❌'
+        elif t == True and p <= 0.4:
+            return '❌'
+        else:
+            return '🟨'
+
+    perf_daily = res1.copy()
+    perf_daily['Accuracy'] = [get_acc(t, p) for t, p in zip(perf_daily['True'], perf_daily['Predicted'])]
+
     tab1.subheader('Preds and Probabilities')
     tab1.write(results)
     tab1.write(df_probas)
@@ -499,7 +514,8 @@ if st.button('🤖 Run it'):
     tab3.write(df_final)
 
     tab4.subheader('Performance')
-    tab3.write(df_performance)
+    tab4.write(df_performance)
+    tab4.write(perf_daily)
 
 # The only variable you can play with as the other ones are historical
 # new_pred.loc[:,'CurrentGap'] = -0.01 / 100