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report mean fixed, datasets included

This commit is contained in:
Lorenzo Volpi 2024-04-23 16:29:19 +02:00
parent e0b80167b9
commit 522d074087
1 changed files with 3 additions and 3 deletions

6
examples/ucimulti_experiments.py
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@ -62,9 +62,9 @@ if __name__ == '__main__':
with open(global_result_path + '.csv', 'at') as csv: with open(global_result_path + '.csv', 'at') as csv:
for dataset in qp.datasets.UCI_MULTICLASS_DATASETS[:5]: for dataset in qp.datasets.UCI_MULTICLASS_DATASETS[:12]:
if dataset in ['covertype', 'diabetes']: if dataset in []:
continue continue
print('init', dataset) print('init', dataset)
@ -106,7 +106,7 @@ if __name__ == '__main__':
) )
report.to_csv(local_result_path) report.to_csv(local_result_path)
means = report.mean() means = report.mean(numeric_only=True)
csv.write(f'{method_name}\t{dataset}\t{means["mae"]:.5f}\t{means["mrae"]:.5f}\n') csv.write(f'{method_name}\t{dataset}\t{means["mae"]:.5f}\t{means["mrae"]:.5f}\n')
csv.flush() csv.flush()