Unbiased Isotonic Regression Tree for Discovering Hidden Heterogeneity in Monotonicity Constraints

Integrating domain knowledge is increasingly recognized as vital for improving the relevance and reliability of machine learning models. This integration is often implemented through specific types of constraints that reflect real-world conditions or theoretical insights. Within the family of regres...

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Bibliographic Details
Main Author: Doowon Choi
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/2/818
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