A Method of Identifying Causes of Prediction Errors to Accelerate MLOps

Abstract

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.