Modellerzeugungsverfahren, Programm und Informationsverarbeitungsvorrichtung

Details

Veröffentlichungs-Nr.

EP4769248

Anmeldetag

28. Juni 2024

Veröffentlichung

27. Februar 2025

Rechtsraum

EP

IPC

G06N20/00, G06F18/10

Abstract

To improve prediction accuracy of a model. The present disclosure provides a model creation method executed by an information processing apparatus that creates a model to associate input data included in learning data with output data. The model creation method includes a first exclusion process of excluding the learning data in which the input data is an outlier, from a learning data set; a second exclusion process of excluding the learning data in which the input data and the output data are outliers, from the learning data set; a first model creation process of creating a first model using the learning data set from which the learning data is excluded in the first exclusion process; a second model creation process of creating a second model using the learning data set from which the learning data is excluded in the second exclusion process; and a model selection process of adopting the model having better prediction accuracy between the first model and the second model.

Anmelder

Firma

Resonac Corporation

Land

🇯🇵 Japan