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Cyclic Boosting -- an explainable supervised machine learning algorithm

Published in arXiv (Cornell University) • Feb 9, 2020
NobleIDNI9P34W92R20S66
Authors:
Felix Wick
,
Ulrich Kerzel
,
Michael Feindt

Abstract

Supervised machine learning algorithms have seen spectacular advances and surpassed human level performance in a wide range of specific applications. However, using complex ensemble or deep learning algorithms typically results in black box models, where the path leading to individual predictions ca...

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