Informationsverarbeitungsvorrichtung, Informationsverarbeitungsverfahren und Informationsverarbeitungsprogramm

Details

Veröffentlichungs-Nr.

EP3852024

Aktenzeichen

EP20214577

Anmeldetag

16. Dezember 2020

Veröffentlichung

21. Juli 2021

Rechtsraum

EP

IPC

G06N20/00G06N5/00

Abstract

An information processing apparatus includes a learning processing unit configured to execute learning using a plurality of hyper parameters, an evaluation value calculation unit configured to calculate an evaluation value representing an evaluation of a learning result for each of the plurality of hyper parameters by the learning, an approximate expression generation unit configured to repeat processing for generating an approximate expression representing a relationship between the plurality of hyper parameters and the evaluation values and regenerating an approximate expression using the evaluation values from which an abnormal evaluation value determined as an abnormal value based on the generated approximate expression is excluded until the abnormal evaluation value does not exist to generate a convergence approximate expression, and a decision unit configured to decide an optimal value of each of the plurality of hyper parameters based on the generated convergence approximate expression by the approximate expression generation unit.

Anmelder

Firma

FUJITSU LIMITED

Land

🇯🇵 Japan

Fachgebiete