Title:
INFORMATION PROCESSING DEVICE AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2022/003793
Kind Code:
A1
Abstract:
This information processing device 1 holds information about N machine learning models of which machine learning parameters are differently set, where N is an integer equal to or greater than 2, and each of the models receives input data and outputs prescribed estimation information, and the information processing device 1 receives input data to be input to the machine-learning models, machine-trains each of the machine learning models by using the received input data, and acquires evaluation information obtained by evaluating each of the machine-learning models. In addition, the information processing device 1 selects n machine learning models from among N machine learning models on the basis of the evaluation information, and executes a prescribed estimation process by using a plurality of the selected machine learning models.
Inventors:
WONG LU XIAN EUGENE (JP)
CHARRON BRUNO ANDRE (JP)
UMEDA TAKASHI (JP)
CHARRON BRUNO ANDRE (JP)
UMEDA TAKASHI (JP)
Application Number:
PCT/JP2020/025569
Publication Date:
January 06, 2022
Filing Date:
June 29, 2020
Export Citation:
Assignee:
RAKUTEN GROUP INC (JP)
International Classes:
G06N20/20
Domestic Patent References:
| WO2019171416A1 | 2019-09-12 |
Foreign References:
| JP2013020353A | 2013-01-31 | |||
| JP2020009301A | 2020-01-16 | |||
| JPH09128360A | 1997-05-16 |
Other References:
ISHIHARA, RYOTA: ""TOPIX trading A1" using Multi-layer Neural Networks and GA", no. SIG-FIN-019, 14 October 2017 (2017-10-14), Japan, pages 1 - 6, XP009534188, Retrieved from the Internet
Attorney, Agent or Firm:
TAKEI Nobutoshi (JP)
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