Presentation information

General Session

General Session » GS-2 Machine learning

[2G3-GS-2e] 機械学習:予測

Wed. Jun 9, 2021 1:20 PM - 3:00 PM Room G (GS room 2)

座長:竹岡 邦紘(NEC)

2:20 PM - 2:40 PM

[2G3-GS-2e-04] A Method of Identifying Causes of Prediction Errors to Accelerate MLOps

〇Keita Sakuma1, Tomoya Sakai1,2, Yoshio Kameda1 (1. NEC Corporation, 2. RIKEN)

Keywords:MLOps, AI operation

MLOps, techniques for solving problems in AI model operation, has been attracting attention. In this study, we propose a new method to automatically identify the causes of prediction errors that occur during the operation of AI models.We show the analysis results of prediction errors using the proposed method through experiments.

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