Update app.py

app.py

@@ -20,10 +20,10 @@ def main_func(HighBP, HighChol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAt
     prob = loaded_model.predict_proba(new_row)
     
     shap_values = explainer(new_row)
-    # plot = shap.force_plot(shap_values[0], matplotlib=True, figsize=(30,30), show=False)
-    # plot = shap.plots.waterfall(shap_values[0], max_display=6, show=False)
+    plot = shap.force_plot(shap_values[0], matplotlib=True, figsize=(30,30), show=False)
+    plot = shap.plots.waterfall(shap_values[0], max_display=6, show=False)
     plot = shap.plots.bar(shap_values[0], max_display=6, order=shap.Explanation.abs, show_data='auto', show=False)
-
+    
     plt.tight_layout()
     local_plot = plt.gcf()
     plt.close()