INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM FOR LEARNING A CLASSIFICATION MODEL

Patent №

US 10,936,967

Granted

2021-03-02

Filed 2017

Owner

NEC CORPORATION

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15529330

A classification model with a high precision ratio at a high recall ratio is learned. A classification model learning system (100) includes a learning data storage unit (110) and a learning unit (130). The learning data storage unit (110) stores pieces of learning data each of which has been classified as a positive example or a negative example. The learning unit (130) learns, by using the pieces of learning data, a classification model in such a way that a precision ratio of classification by the classification model is made larger under a constraint of a minimum value of a recall ratio of classification by the classification model.

AI classification

Machine learning1.00
Vision1.00
AI hardware1.00
Knowledge representation0.51
Natural language0.05
Planning0.01
Evolutionary computation0.00
Speech0.00

Ownership

NEC CORPORATION

assignment · 425710617

Assignors

TSUCHIDA, MASAAKI, SASAKI, KENTAROU

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC