Upload app.py

app.py

@@ -166,7 +166,7 @@ def y1_interpret_xgb(*args):
     scores_desc = list(zip(shap_values[0], x1.columns))
     scores_desc = sorted(scores_desc)
     fig_m = plt.figure(facecolor='white')
-    fig_m.set_size_inches(14, 10)
+    fig_m.set_size_inches(14, 24)
     plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
     plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
     plt.yticks(fontsize=12)
@@ -181,7 +181,7 @@ def y1_interpret_lgb(*args):
     scores_desc = list(zip(shap_values[0][0], x1.columns))
     scores_desc = sorted(scores_desc)
     fig_m = plt.figure(facecolor='white')
-    fig_m.set_size_inches(14, 10)
+    fig_m.set_size_inches(14, 24)
     plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
     plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
     plt.yticks(fontsize=12)
@@ -196,7 +196,7 @@ def y1_interpret_cb(*args):
     scores_desc = list(zip(shap_values[0], x1.columns))
     scores_desc = sorted(scores_desc)
     fig_m = plt.figure(facecolor='white')
-    fig_m.set_size_inches(14, 10)
+    fig_m.set_size_inches(14, 24)
     plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
     plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
     plt.yticks(fontsize=12)
@@ -211,7 +211,7 @@ def y1_interpret_rf(*args):
     scores_desc = list(zip(shap_values[0][0], x1_rf.columns))
     scores_desc = sorted(scores_desc)
     fig_m = plt.figure(facecolor='white')
-    fig_m.set_size_inches(14, 10)
+    fig_m.set_size_inches(14, 24)
     plt.barh([s[1] for s in scores_desc], [s[0] for s in scores_desc])
     plt.title("Feature Shap Values", fontsize = 24, pad = 20, fontweight = 'bold')
     plt.yticks(fontsize=12)
@@ -269,7 +269,7 @@ with gr.Blocks(title = "NTDB-Epidural") as demo:
             
             Systolic_Blood_Pressure = gr.Slider(label = "Systolic Blood Pressure", minimum = 50, maximum = 250, step = 1, value = 135)
 
-            Pulse_Rate = gr.Slider(label = "Pulse Rate", minimum=20, maximum=250, step=1, value = 250)
+            Pulse_Rate = gr.Slider(label = "Pulse Rate", minimum=20, maximum=250, step=1, value = 75)
 
             Supplemental_Oxygen = gr.Radio(label = "Supplemental Oxygen", choices = unique_SUPPLEMENTALOXYGEN, type = 'index', value = 'No supplemental oxygen')
             
@@ -425,26 +425,14 @@ with gr.Blocks(title = "NTDB-Epidural") as demo:
             
             with gr.Box():
                 with gr.Row():
-                    
-                    gr.Markdown(
-                    """
-
-                    """
-                    )
-                    
+            
                     gr.Markdown(
                     """
-                    \n
+                    <br/>
                     ## Mortality
-                    \n
-                    """
-                    )
-                    
-                    gr.Markdown(
+                    <br/>
                     """
 
-                    """
-                    )
                     
                 with gr.Row():
                     y1_predict_btn_xgb = gr.Button(value="Predict (XGBoost)")