Invention Grant
- Patent Title: Multi-layer information fusing for prediction
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Application No.: US15200509Application Date: 2016-07-01
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Publication No.: US10679143B2Publication Date: 2020-06-09
- Inventor: Wei Shan Dong , Peng Gao , Chang Sheng Li , Chun Yang Ma , Junchi Yan , Ren Jie Yao
- Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agency: F. Chau & Associates, LLC
- Main IPC: G06N20/00
- IPC: G06N20/00

Abstract:
A method of generating a predictor to classify data includes: training each of a plurality of first classifiers arranged in a first level on current training data; operating each classifier of the first level on the training data to generate a plurality of predictions; combining the current training data with the predictions to generated new training data; and training each of a plurality of second classifiers arranged in a second level on the new training data. The first classifiers are classifiers of different classifier types, respectively and the second classifiers are classifiers of the different classifier types, respectively.
Public/Granted literature
- US20180005130A1 MULTI-LAYER INFORMATION FUSING FOR PREDICTION Public/Granted day:2018-01-04
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