sample_ctree {shapr} | R Documentation |
Sample ctree variables from a given conditional inference tree
Description
Sample ctree variables from a given conditional inference tree
Usage
sample_ctree(tree, n_MC_samples, x_explain, x_train, n_features, sample)
Arguments
tree |
List. Contains tree which is an object of type ctree built from the party package. Also contains given_ind, the features to condition upon. |
n_MC_samples |
Scalar integer.
Corresponds to the number of samples from the leaf node.
See an exception when sample = FALSE in |
x_explain |
Data.table with the features of the observation whose predictions ought to be explained (test data). |
x_train |
Data.table with training data. |
n_features |
Positive integer. The number of features. |
Details
See the documentation of the setup_approach.ctree()
function for undocumented parameters.
Value
data.table with n_MC_samples
(conditional) Gaussian samples
Author(s)
Annabelle Redelmeier
[Package shapr version 1.0.4 Index]