Update app.py

app.py

@@ -344,31 +344,35 @@ def get_dropdown_choices():
 # 5) Build Gradio UI (3 tabs)
 # ============================================================
 
-with gr.Blocks(title="Hotel Booking Cancellation Prediction") as demo:
+with gr.Blocks(
+    title="Hotel Booking Cancellation Prediction",
+    theme=gr.themes.Soft(primary_hue="blue"),
+    css=open("style.css").read()
+) as demo:
     gr.Markdown(
         """
         # 🏨 Hotel Booking Cancellation Prediction
         This app runs the full pipeline and compares two models:
-        - **Python Random Forest**
-        - **R LASSO Logistic Regression (glmnet)**
+        - **Python : Random Forest**
+        - **R : LASSO Logistic Regression**
 
         **Tabs**
-        1) Run Pipeline + Logs  
+        1) Run Models  
         2) Results & Visualizations  
         3) Predict Cancellation Probability (both models)
         """
     )
 
     # -----------------------------
-    # TAB 1: Run Pipeline + Logs
+    # TAB 1: Run Models
     # -----------------------------
-    with gr.Tab("1) Run Pipeline"):
+    with gr.Tab("1. Run Model"):
         gr.Markdown("Run each step and inspect the execution logs.")
 
         with gr.Row():
-            btn_data = gr.Button("Run 1) Data Creation")
-            btn_py = gr.Button("Run 2) Python Analysis")
-            btn_r = gr.Button("Run 3) R Analysis")
+            btn_data = gr.Button("Run Data Creation")
+            btn_py = gr.Button("Run Python Analysis")
+            btn_r = gr.Button("Run R Analysis")
             btn_all = gr.Button("Run All (1→2→3)")
 
         log_box = gr.Textbox(
@@ -385,7 +389,7 @@ with gr.Blocks(title="Hotel Booking Cancellation Prediction") as demo:
     # -----------------------------
     # TAB 2: Results & Visualizations
     # -----------------------------
-    with gr.Tab("2) Results & Visualizations"):
+    with gr.Tab("2. Results & Visualizations"):
         gr.Markdown("Loads the latest saved artifacts from **artifacts/py/** and **artifacts/r/**.")
 
         btn_refresh = gr.Button("Refresh Results")
@@ -423,7 +427,7 @@ with gr.Blocks(title="Hotel Booking Cancellation Prediction") as demo:
     # -----------------------------
     # TAB 3: Predict
     # -----------------------------
-    with gr.Tab("3) Predict"):
+    with gr.Tab("3. Predictor"):
         gr.Markdown(
             "Enter booking details and predict cancellation probability with **both models**.\n"
             "Dropdown values are taken from the dataset categories."