R: Class permtest

permtest-class {xnet}

R Documentation

Class permtest

This class represents the permutation test outcomes. See also the function permtest.

orig_loss: a numeric value with the original loss of the model.
perm_losses: a numeric vector with the losses of the different permutations.
n: the number of permutations
loss_function: the function used to calculate the losses.
exclusion: a character value indicating the exclusion setting used for the test
replaceby0: a locigal value that indicates whether the exclusion was done by replacing with zero. See also loo.
permutation: a character value that indicats in which kernel matrices were permuted.
pval: a p value indicating how likely it is to find a smaller loss than the one of the model based on a normal approximation.
exact: a logical value indicating whether the P value was calculated exactly or approximated by the normal distribution.