gistfile1.txt

from sklearn.ensemble import RandomForestRegressor
from sklearn.tree import DecisionTreeRegressor
from sklearn.neural_network import MLPRegressor
from sklearn.linear_model import ElasticNet, Lasso, BayesianRidge, LassoLarsIC
from sklearn.ensemble import RandomForestRegressor, GradientBoostingRegressor
from sklearn.pipeline import make_pipeline
from sklearn.preprocessing import RobustScaler
from sklearn.base import BaseEstimator, TransformerMixin, RegressorMixin, clone
from sklearn.model_selection import KFold, cross_val_score, train_test_split
from sklearn.metrics import mean_squared_error
from sklearn.neural_network import MLPRegressor

from sklearn.svm import SVR


sub = pd.DataFrame()
sub = sub.reset_index()
sub['Radiation'] = Target_predicted
sub.to_csv('final.csv',index=False)


df1.to_csv("data_processed.csv")