new_shapley: Class constructor for class 'shapley'.

In ShapleyOutlier: Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances

Class constructor for class shapley.

Description

This function creates an object of class shapley that is returned by the shapley function.

Usage

new_shapley(phi = numeric(), mu_tilde = NULL, non_centrality = NULL)

Arguments

phi	A p-dimensional vector (or a n \times p matrix) containing the Shapley values (outlyingness-scores) of a p-dimensional data vector (or a n \times p data matrix).
mu_tilde	Optional. A p-dimensional vector (or a n \times p matrix) containing the alternative reference points based on the regular cells of the original observations.
non_centrality	Optional. The non-centrality parameters for the Chi-Squared distribution, which are given by mahlanobis(mu_tilde, mu, Sigma).

Value

Named list of class shapley, containing the input parameters.

ShapleyOutlier documentation built on Oct. 17, 2024, 5:08 p.m.