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On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Published in SPIRE - Sciences Po Institutional REpository • Jan 1, 2024
Authors:
Charles-Maxime Gauriat
,
Yannick Pencolé
,
Pauline Ribot

Abstract

In an industrial maintenance context, degradation diagnosis is the problem of determining the current level of degradation of operating machines based on measurements. With the emergence of Machine Learning techniques, such a problem can now be solved by training a degradation model offline and by u...

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