Update app.py

app.py

@@ -1,4 +1,17 @@
 import gradio as gr
+import xgboost
+import pandas as pd
+import numpy as np
+
+xgb_reg = xgboost.XGBClassifier(tree_method = 'approx',
+                                enable_categorical = True,
+                                learning_rate=.1,
+                                   max_depth=2,
+                                   n_estimators=70,
+                              early_stopping_rounds = 0,
+                               scale_pos_weight=1)
+
+xgb_reg.load_model('classifier_fewer_features_HH.json')
 
 def greet(name):
     return "Hello " + name + "!!"