Quantitative and Qualitative Comparison of Decision-Map Techniques for Explaining Classification Models

Visualization techniques for understanding and explaining machine learning models have gained significant attention. One such technique is the decision map, which creates a 2D depiction of the decision behavior of classifiers trained on high-dimensional data. While several decision map techniques ha...

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Bibliographic Details
Main Authors: Yu Wang, Alister Machado, Alexandru Telea
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/16/9/438