All functions |
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Base class for Counterfactual Explanation Methods |
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Base class for Counterfactual Explanation Methods for Classification Tasks |
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Base class for Counterfactual Explanation Methods for Regression Tasks |
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Counterfactuals Class |
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MOC (Multi-Objective Counterfactual Explanations) for Classification Tasks |
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MOC (Multi-Objective Counterfactual Explanations) for Regression Tasks |
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NICE (Nearest Instance Counterfactual Explanations) for Classification Tasks |
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NICE (Nearest Instance Counterfactual Explanations) for Regression Tasks |
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Random Search for Classification Tasks |
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Random Search for Regression Tasks |
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WhatIf for Classification Tasks |
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WhatIf for Regression Tasks |
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Computes the (absolute, pairwise) distance between the vector elements and an interval |
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Evaluates a distance function and checks for correct output format |
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Creates a ParamSet for the features of a data.table. |
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Returns the indices of the n smallest elements in a vector |