All functions

CounterfactualMethod

Base class for Counterfactual Explanation Methods

CounterfactualMethodClassif

Base class for Counterfactual Explanation Methods for Classification Tasks

CounterfactualMethodRegr

Base class for Counterfactual Explanation Methods for Regression Tasks

Counterfactuals

Counterfactuals Class

MOCClassif

MOC (Multi-Objective Counterfactual Explanations) for Classification Tasks

MOCRegr

MOC (Multi-Objective Counterfactual Explanations) for Regression Tasks

NICEClassif

NICE (Nearest Instance Counterfactual Explanations) for Classification Tasks

NICERegr

NICE (Nearest Instance Counterfactual Explanations) for Regression Tasks

RandomSearchClassif

Random Search for Classification Tasks

RandomSearchRegr

Random Search for Regression Tasks

WhatIfClassif

WhatIf for Classification Tasks

WhatIfRegr

WhatIf for Regression Tasks

dist_to_interval()

Computes the (absolute, pairwise) distance between the vector elements and an interval

eval_distance()

Evaluates a distance function and checks for correct output format

make_param_set()

Creates a ParamSet for the features of a data.table.

smallest_n_indices()

Returns the indices of the n smallest elements in a vector