updated app4

app.py

@@ -32,6 +32,11 @@ def predict_heart_failure(age_category, alcohol_drinkers, chest_scan, covid_posi
     # Create a DataFrame with the required feature names
     input_df = pd.DataFrame([input_data])
 
+    # Configure pandas to display all columns
+    pd.set_option('display.max_columns', None)  # Display all columns
+    pd.set_option('display.width', None)       # Disable line-wrapping for wide DataFrames
+
+
     # Ensure all required features are present
     for feature in feature_names:
         if feature not in input_df.columns:
@@ -50,6 +55,8 @@ def predict_heart_failure(age_category, alcohol_drinkers, chest_scan, covid_posi
 
 
 
+
+
 # Define Gradio inputs
 gradio_inputs = [
     gr.Radio(