Invention Grant
- Patent Title: Probabilistic model generation method, apparatus, and program
- Patent Title (中): 概率模型生成方法,装置和程序
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Application No.: US11496718Application Date: 2006-08-01
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Publication No.: US07899767B2Publication Date: 2011-03-01
- Inventor: Minoru Nakatsugawa , Takeichiro Nishikawa
- Applicant: Minoru Nakatsugawa , Takeichiro Nishikawa
- Applicant Address: JP Tokyo
- Assignee: Kabushiki Kaisha Toshiba
- Current Assignee: Kabushiki Kaisha Toshiba
- Current Assignee Address: JP Tokyo
- Agency: Nixon & Vanderhye, PC
- Priority: JP2005-234813 20050812
- Main IPC: G06F15/18
- IPC: G06F15/18 ; G06F19/00

Abstract:
There is provided with a method, including: optimizing a first objective function defined by using an explanatory variable belonging an attribute in each sample, a target variable in each sample, and a first conversion parameter to find a value of the first conversion parameter; generating by using the first conversion parameter corresponding to the attribute a conversion function for converting an explanatory variable belonging to the attribute to an intermediate variable with certain range; optimizing a second objective function defined by using a plurality of the intermediate variables corresponding to the plurality of variables in each sample, the target variable in each sample, and a second conversion parameter to find a value of the second conversion parameter; and generating by using the second conversion parameter a probabilistic model for calculating from a plurality of intermediate variables a probability that a predetermined event occurs or does not occur.
Public/Granted literature
- US20070038558A1 Probabilistic model generation method, apparatus, and program Public/Granted day:2007-02-15
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