Accuracy ---> 0.8260416
F1 Scores ---> 0 ---> 0.90
1 ---> 0.48
Day2 --- in day 2 we use random forest and xgboot models. and also we over sampling the dataset (it affected on accuracy )
without sampling
XGBoost
Accuracy ---> 0.825208
F1 Scores ---> 0 ---> 0.90
1 ---> 0.47
with sampling
Random Forest
Accuracy ---> 0.789234
F1 Scores ---> 0 ---> 0.80
1 ---> 0.78
XGBoost
Accuracy ---> 0.8142742
F1 Scores ---> 0 ---> 0.82
1 ---> 0.81