parser.add_argument('--cv',nargs='?',type=int,default=DEFAULT_CV,help='Specify the size of the cross-validation.')
parser.add_argument('--n_iter',nargs='?',type=int,default=DEFAULT_N_ITER,help='Specify the number of iterations for the bayesian search.')
parser.add_argument('--random_seed_number',nargs='?',type=int,default=DatasetLoader.DEFAULT_RANDOM_SEED_NUMBER,help='Number of random seeds used.')
parser.add_argument('--seeds',nargs='+',type=int,default=None,help='Specific a list of seeds instead of generate them randomly')
parser.add_argument('--use_different_seed_number',action='store_true',default=DEFAULT_USE_DIFFERENT_SEED_NUMBER,help='Compute the amount of random seeds depending on the dataset.')
parser.add_argument('--use_variable_seed_number',action='store_true',default=DEFAULT_USE_VARIABLE_SEED_NUMBER,help='Compute the amount of random seeds depending on the dataset.')
parser.add_argument('--datasets',nargs='+',type=str,default=DatasetLoader.dataset_names,help='Specify the dataset used by the estimator.')
parser.add_argument('--verbose',action='store_true',default=DEFAULT_VERBOSE,help='Print information during the bayesian search.')
args=parser.parse_args()
...
...
@@ -153,7 +153,7 @@ if __name__ == "__main__":
logger.warning('seeds and random_seed_number parameters are both specified. Seeds will be used.')
# Seeds are either provided as parameters or generated at random