print.local_permutation_importance

Object of class local_permutation_importance

Optional arguments, currently ignored

Print method for local_permutation_importance class

Interpretability of complex machine learning models is a growing concern.
This package helps to understand key factors that drive the
decision made by complicated predictive model (so called black box model).
This is achieved through local approximations that are either based on
additive regression like model or CART like model that allows for
higher interactions. The methodology is based on Tulio Ribeiro, Singh, Guestrin (2016) <doi:10.1145/2939672.2939778>.
More details can be found in Staniak, Biecek (2018) <doi:10.32614/RJ-2018-072>.

Mateusz Staniak

print.local_permutation_importance: Print method for local_permutation_importance class

Description

Usage

Arguments