The RISE System: Conquering without Separating

Abstract

Current rule induction systems (e.g. CN2) typically rely on a \separate and conquer" strategy, learning each rule only from still-uncovered examples. This results in a dwindling number of examples being available for learning successive rules, adversely a ecting the system's accuracy. An alternative is to learn all rules simultaneously, using the entire… (More)
DOI: 10.1109/TAI.1994.346421

Topics

4 Figures and Tables

Slides referencing similar topics