ens_boosting_import.py

#Import boosting regressoion algorithms
# import xgboost.XGBRegressor as xgb_reg
# import lightgbm.LGBRegressor as lgb_reg
from sklearn.ensemble import AdaBoostRegressor, GradientBoostingRegressor

#Import boosting regressoion algorithms
# import xgboost.XGBClassifier as xgb_cf
# import lightgbm.LGBClassifier as lgb_cf
from sklearn.ensemble import AdaBoostClassifier, GradientBoostingClassifier

#Regression
ada_reg = AdaBoostRegressor(base_estimator=svr_reg,n_estimators=100, random_state=rand_seed)
gb_reg = GradientBoostingRegressor(n_estimators=100, random_state=rand_seed)

#Classification
ada_cf = AdaBoostClassifier(base_estimator=log_cf, random_state=rand_seed)
gb_cf = GradientBoostingClassifier(random_state=rand_seed)