{ "protocol": "CAMELS-US 531-Basin Canonical 12-Fold Random PUB Cross-Validation", "reference": "Kratzert et al. (2019a, Water Resources Research, 10.1029/2019WR026065) & Newman et al. (2017)", "n_basins": 531, "n_folds": 12, "train_period": "1999-10-01 to 2008-09-30 (with 1-year spin-up from 1998-10-01)", "test_period": "1989-10-01 to 1999-09-30 (with 1-year spin-up from 1988-10-01)", "construction": "sklearn.model_selection.KFold(n_splits=12, shuffle=True, random_state=42) == np.array_split(np.random.RandomState(42).permutation(531), 12) over sorted 531 Newman basins", "folds": { "fold_00": { "fold_index": 0, "n_train": 486, "n_test": 45, "train_basins": [ "01022500", "01031500", "01052500", "01054200", "01055000", "01073000", "01078000", "01137500", "01139000", "01139800", "01142500", "01144000", "01162500", "01169000", "01170100", "01181000", "01187300", "01195100", "01333000", "01350000", "01350080", "01350140", "01365000", "01411300", "01413500", "01414500", "01423000", "01434025", "01435000", "01439500", "01440000", "01440400", "01451800", "01466500", "01484100", "01487000", "01491000", "01510000", "01516500", "01518862", "01532000", "01539000", "01542810", 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