Guide To NICE: An Algorithm To Find Nearest Instance Counterfactual Explanations - AIM

Guide To NICE: An Algorithm To Find Nearest Instance Counterfactual Explanations - AIM

NICE algorithm can create Nearest Instance Counterfactual Explanations for heterogeneous tabular data (having numerical and categorical variables).

NICE is an algorithm that can create Nearest Instance Counterfactual Explanations for heterogeneous tabular data (containing both numerical and categorical variables). It has been recently introduced by Dieter Brughmans and David Martens in April 2021 (research paper).

Read more: https://analyticsindiamag.com/guide-to-nice-an-algorithm-to-find-nearest-instance-counterfactual-explanations/

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