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 |