Cross-validated tree-based models for multi-target learning

Multi-target learning (MTL) is a popular machine learning technique which considers simultaneous prediction of multiple targets. MTL schemes utilize a variety of methods, from traditional linear models to more contemporary deep neural networks. In this work we introduce a novel, highly interpretable...

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Bibliographic Details
Main Authors: Yehuda Nissenbaum, Amichai Painsky
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2024.1302860/full