def __init__(self, filename, select_y = 'INCMIN', select_x = ['DOSAGE', 'SEX', 'RACE_1']):
self.base_file = '../data_reg/' + os.path.basename(filename).split('.')[0]
self.select_x = select_x
self.select_y = select_y
self.train_file, self.val_file = Converters.split_orangetab_into_2(filename, randomize=True)
self.X, self.Y = self.__read_into_array(self.train_file, remove_constants=True)
self.Xv, self.Yv = self.__read_into_array(self.val_file, remove_constants=False)
