Classification, Regression, and Survival Rule Induction with Complex and M-of-N Elementary Conditions

Most rule induction algorithms generate rules with simple logical conditions based on equality or inequality relations. This feature limits their ability to discover complex dependencies that may exist in data. This article presents an extension to the sequential covering rule induction algorithm th...

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Bibliographic Details
Main Authors: Cezary Maszczyk, Marek Sikora, Łukasz Wróbel
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/6/1/26