From 7494dbc42e79b87937d1f3a4b08a5d7d0760e6cc Mon Sep 17 00:00:00 2001
From: Charly Lamothe <charly.lamothe@univ-amu.fr>
Date: Sun, 1 Dec 2019 21:22:56 +0100
Subject: [PATCH] Rename 'use_different_seed_number' parameter to
'use_variable_seed_number'
---
code/compute_hyperparameters.py | 8 ++++----
1 file changed, 4 insertions(+), 4 deletions(-)
diff --git a/code/compute_hyperparameters.py b/code/compute_hyperparameters.py
index 56c1530..7886bc6 100644
--- a/code/compute_hyperparameters.py
+++ b/code/compute_hyperparameters.py
@@ -135,14 +135,14 @@ if __name__ == "__main__":
'max_features': Categorical(['auto', 'sqrt', 'log2'], [0.5, 0.25, 0.25])}
begin_random_seed_range = 1
end_random_seed_range = 2000
- DEFAULT_USE_DIFFERENT_SEED_NUMBER = False
+ DEFAULT_USE_VARIABLE_SEED_NUMBER = False
parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter)
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
- if args.use_different_seed_number:
+ if args.use_variable_seed_number:
seeds = args.seeds if args.seeds is not None \
else [random.randint(begin_random_seed_range, end_random_seed_range) \
for i in range(args.random_seed_number)]
@@ -169,7 +169,7 @@ if __name__ == "__main__":
DatasetLoader.dataset_seed_numbers dictionary, depending on
the dataset.
"""
- if args.use_different_seed_number:
+ if args.use_variable_seed_number:
seeds = [random.randint(begin_random_seed_range, end_random_seed_range) \
for i in range(DatasetLoader.dataset_seed_numbers[dataset_name])]
--
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