Update app.py

app.py

@@ -736,14 +736,14 @@ elif app_mode == "Model Training":
     model_name = st.selectbox("Select Model", model_options, help="Choose a model.")
 
     if model_name == "Gradient Boosting":
-    learning_rate = st.slider("Learning Rate", 0.01, 1.0, 0.1)
-    n_estimators = st.slider("Number of Estimators", 10, 200, 100)
-    max_depth = st.slider("Max Depth", 3, 20, 10)
-    hyperparams = {
-        'learning_rate': learning_rate,
-        'n_estimators': n_estimators,
-        'max_depth': max_depth
-    }
+        learning_rate = st.slider("Learning Rate", 0.01, 1.0, 0.1)
+        n_estimators = st.slider("Number of Estimators", 10, 200, 100)
+        max_depth = st.slider("Max Depth", 3, 20, 10)
+        hyperparams = {
+            'learning_rate': learning_rate,
+            'n_estimators': n_estimators,
+            'max_depth': max_depth
+        }
         elif model_name == "Neural Network":
             hidden_layers = st.slider("Number of Hidden Layers", 1, 5, 2)
             neurons_per_layer = st.slider("Neurons per Layer", 10, 200, 50)