Invention Grant
- Patent Title: Optimization apparatus, non-transitory computer-readable storage medium for storing optimization program, and optimization method
-
Application No.: US16690335Application Date: 2019-11-21
-
Publication No.: US11526805B2Publication Date: 2022-12-13
- Inventor: Takuya Ohwa , Hidetoshi Matsuoka
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Patent Center
- Priority: JPJP2018-231731 20181211
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06N20/00 ; G06F30/20 ; G06F17/18 ; G06F111/10

Abstract:
A method includes: partitioning learning data containing objective variables and explanatory variables into a plurality of subsets of data; executing regularization processing on first data in each of the partitioned subsets, and extracting a first element equal to zero; extracting, as a candidate, each model where an error ratio between first multiple regression and second multiple regression is equal to or more than a predetermined value, the first multiple regression being a result of multiple regression on second data which is test data in each of the partitioned subsets and is for use to calculate the error ratio of the learning data, the second multiple regression being a result of multiple regression on third data obtained by excluding the first element from the second data; and outputting a model where zero is substituted for an element that takes zero a predetermined or larger number of times in the candidate.
Public/Granted literature
Information query