Invention Grant
- Patent Title: Technique for classifying data
- Patent Title (中): 数据分类技术
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Application No.: US12270721Application Date: 2008-11-13
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Publication No.: US09218572B2Publication Date: 2015-12-22
- Inventor: Shohei Hido
- Applicant: Shohei Hido
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Ido Tuchman; William J. Stock
- Priority: JP2007-294648 20071113
- Main IPC: G06N99/00
- IPC: G06N99/00

Abstract:
Provided is a system that generates models for classifying input data into a plurality of classes on the basis of training data previously classified into the plurality of classes. The system includes a sampling unit and a learning unit. The sampling unit samples, from the training data, a plurality of datasets each including a predetermined number of elements classified into a minority class and a corresponding number of elements classified into a majority class, the corresponding number being determined in accordance with the predetermined number. The learning unit learns each of a plurality of models for classifying the input data into the plurality of classes, by using a machine learning technique on the basis of each of the plurality of sampled datasets.
Public/Granted literature
- US20090125463A1 TECHNIQUE FOR CLASSIFYING DATA Public/Granted day:2009-05-14
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