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Cyclic Boosting - An Explainable Supervised Machine Learning Algorithm

Published • Dec 1, 2019
NobleIDNI9P09W63R55S09
Authors:
F. Wick
,
U. 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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