Invention Grant
- Patent Title: Method and apparatus for processing data, and computer product
- Patent Title (中): 处理数据的方法和装置以及计算机产品
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Application No.: US11602236Application Date: 2006-11-21
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Publication No.: US07684965B2Publication Date: 2010-03-23
- Inventor: Hiroaki Sekine , Hidetaka Tsuda , Hidehiro Shirai
- Applicant: Hiroaki Sekine , Hidetaka Tsuda , Hidehiro Shirai
- Applicant Address: JP Yokohama
- Assignee: Fujitsu Microelectronics Limited
- Current Assignee: Fujitsu Microelectronics Limited
- Current Assignee Address: JP Yokohama
- Agency: Krantz, Quintos & Hanson, LLP
- Priority: JP2006-161456 20060609
- Main IPC: G06F17/10
- IPC: G06F17/10

Abstract:
Abnormal values of an objective variable are removed. A degree of association between an objective variable and a plurality of explanatory variables is calculated. A plurality of explanatory variables having a high degree of association are extracted. A degree of independence between the explanatory variables is calculated. A plurality of candidates of explanatory variables with a high possibility of having a great effect on the objective variable are selected based on the degree of association and the degree of independence. An explanatory variable having a high rate of contribution to the objective variable is selected from among the candidates, based on the cumulative contribution rate, and a regression equation is calculated to estimate a value of the objective variable. The same processing is repeated, using the difference as a new objective variable and explanatory variables except the explanatory variable used to obtain the difference as new explanatory variables.
Public/Granted literature
- US20070288105A1 Method and apparatus for processing data, and computer product Public/Granted day:2007-12-13
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