A New Method to Compare the Interpretability of Rule-Based Algorithms

Interpretability is becoming increasingly important for predictive model analysis. Unfortunately, as remarked by many authors, there is still no consensus regarding this notion. The goal of this paper is to propose the definition of a score that allows for quickly comparing interpretable algorithms....

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Bibliographic Details
Main Authors: Vincent Margot, George Luta
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:AI
Subjects:
Online Access:https://www.mdpi.com/2673-2688/2/4/37