physbo.misc.permutation_importance module
- physbo.misc.permutation_importance.get_permutation_importance(model, X, t, n_perm: int, comm=None, split_features_parallel=False)[ソース]
Calculating permutation importance of model
- パラメータ:
X (numpy.ndarray) -- inputs
t (numpy.ndarray) -- target (label)
n_perm (int) -- number of permutations
comm (MPI.Comm) -- MPI communicator
- 戻り値:
numpy.ndarray -- importance_mean
numpy.ndarray -- importance_std