Counterfactual Explanations

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Documentation for package ‘counterfactuals’ version 0.1.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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
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.
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
smallest_n_indices	Returns the indices of the n smallest elements in a vector
WhatIfClassif	WhatIf for Classification Tasks
WhatIfRegr	WhatIf for Regression Tasks