Invention Grant
- Patent Title: Information processing apparatus, program, and information processing method
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Application No.: US15838630Application Date: 2017-12-12
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Publication No.: US10282679B2Publication Date: 2019-05-07
- Inventor: Takayuki Katsuki , Yuma Shinohara
- 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
- Agent Stosch Sabo
- Priority: JP2014-192511 20140922
- Main IPC: G06F15/18
- IPC: G06F15/18 ; G06N99/00 ; G06N7/00

Abstract:
Various embodiments train a prediction model for predicting a label to be allocated to a prediction target explanatory variable set. In one embodiment, one or more sets of training data are acquired. Each of the one or more sets of training data includes at least one set of explanatory variables and a label allocated to the at least one explanatory variable set. A plurality of explanatory variable subsets is extracted from the at least one set of explanatory variables. A prediction model is trained utilizing the training data. The plurality of explanatory variable subsets is reflected on a label predicted by the prediction model to be allocated to a prediction target explanatory variable set with each of the plurality of explanatory variable subsets weighted respectively.
Public/Granted literature
- US20180114146A1 INFORMATION PROCESSING APPARATUS, PROGRAM, AND INFORMATION PROCESSING METHOD Public/Granted day:2018-04-26
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