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Zero-error rule induction using a memetic algorithm

Published • Dec 1, 2020
NobleIDNI5P22W01R91S81
Authors:
Ajit Narayanan
,
Koz Ross
,
Kenneth Johnson

Abstract

Rule induction in traditional machine learning (ML) concentrates on finding rules that minimize error to produce high accuracy through a trade-off between sensitivity and specificity. But what if the machine learning task is to produce minimal length rules with zero error (the error-free ML optimiza...

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