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