Man pages for dandls/counterfactuals
Counterfactual Explanations
| CounterfactualMethod | Base class for Counterfactual Explanation Methods |
| CounterfactualMethodClassif | Base class for Counterfactual Explanation Methods for... |
| CounterfactualMethodRegr | Base class for Counterfactual Explanation Methods for... |
| Counterfactuals | Counterfactuals Class |
| dist_to_interval | Computes the (absolute, pairwise) distance between the vector... |
| eval_distance | Evaluates a distance function and checks for correct output... |
| make_param_set | Creates a ParamSet for the features of a data.table. |
| MOCClassif | MOC (Multi-Objective Counterfactual Explanations) for... |
| MOCRegr | MOC (Multi-Objective Counterfactual Explanations) for... |
| NICEClassif | NICE (Nearest Instance Counterfactual Explanations) for... |
| NICERegr | NICE (Nearest Instance Counterfactual Explanations) for... |
| 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 |
