Update app.py

app.py

@@ -6,7 +6,7 @@ from docx import Document
 from docx.shared import Inches
 from docx.dml.color import ColorFormat
 import sklearn
-
+from lightgbm import LGBMClassifier
 import numpy as np
 import pandas as pd
 from sklearn.linear_model import LogisticRegression
@@ -140,10 +140,11 @@ def greet(operation,filer):
       kf = StratifiedKFold(n_splits=10)
       models1 = [KNeighborsClassifier(leaf_size=10,metric='manhattan'),
       RandomForestClassifier(max_depth=100),
+      LGBMClassifier(n_estimators=200, num_leaves=60),
       VotingClassifier(estimators=[('knn',
                                     KNeighborsClassifier(leaf_size=10,
                                                         metric='manhattan')),
-                                  ('rf', RandomForestClassifier(max_depth=100))])]
+                                  ('rf', RandomForestClassifier(max_depth=100)),('gm',LGBMClassifier(n_estimators=200, num_leaves=60))])]
       metrics = dict()
       for model in models1:
           model.fit(X_smote,y_smote)