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
Ownership
NEC CORPORATION
assignment · 425710617
Assignors
TSUCHIDA, MASAAKI, SASAKI, KENTAROU
On an employer assignment, the assignors are typically the inventors.