Title:
SUGGESTION DEVICE, SUGGESTION METHOD, SUGGESTION SYSTEM, PROGRAM, AND INFORMATION RECORDING MEDIUM FOR SUGGESTING FACTOR PARAMETERS FOR ESTIMATING TARGET LABEL
Document Type and Number:
WIPO Patent Application WO/2024/071242
Kind Code:
A1
Abstract:
The present invention suggests factor parameters for estimating a target label from a plurality of parameters that can be acquired from a target. Provided is a suggestion device (101), wherein a calculation unit (102) trains an estimation model which: estimates, among a plurality of candidates that represent a combination of parameters, a label from the parameters pertaining to the combination with respect to a portion of calculation candidates, with reference to a plurality of records, each of which representing the label imparted to the target and a plurality of parameter values that are acquired from the target; calculates the performance; makes the calculation candidates compete with each other on the basis of the calculated performance; and calculates rating values of the calculation candidates. The estimation unit (103) trains a rating model by means of the combination and rating values of the parameters of the calculation candidates, and estimates rating values of estimation candidates other than the calculation candidates. An output unit (104) outputs, as useful candidates representing factor parameters, candidates that are the calculation candidates of which the calculated or estimated rating values are at a high level.
Inventors:
YAMAMOTO YOICHIRO (JP)
Application Number:
PCT/JP2023/035267
Publication Date:
April 04, 2024
Filing Date:
September 27, 2023
Export Citation:
Assignee:
RIKEN (JP)
International Classes:
G16H50/00; G06N20/00; G16H10/40
Foreign References:
| JP2019121390A | 2019-07-22 | |||
| JP2006511880A | 2006-04-06 |
Attorney, Agent or Firm:
KIMURA, Mitsuru (JP)
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