Title:
APPARATUS AND METHOD FOR GENERATING CHARACTERISTIC ESTIMATION MODEL AND APPARATUS AND METHOD FOR ESTIMATING CHARACTERISTICS OF ANALYSIS OBJECT
Document Type and Number:
Japanese Patent JP2017051118
Kind Code:
A
Abstract:
PROBLEM TO BE SOLVED: To provide an apparatus for generating a characteristic estimation model capable of exhaustively extracting explanatory variables for target variables and also provide an apparatus for estimating characteristics, the apparatus automatically estimating the growth situation of a crop using the generated model.SOLUTION: The present invention provides an apparatus 100 for generating a characteristic estimation model, the apparatus including an analysis data-updating unit 150 that generates data obtained by excluding genetic information used for generating a characteristic estimation model from analysis data and provides the data as update data. The generation of a characteristic estimation model is repeated up to the number of repetitions defined by using the update data. For each generation of the model, a characteristic-related gene extraction unit 140 extracts a gene related to the characteristics and records the gene. A characteristic estimation apparatus 300 uses a model generated in the apparatus 100 for generating a characteristic estimation model to quantitatively estimate a characteristic variable from an input state variable. A state diagnosis unit 320 diagnoses the growth information of a crop using a characteristic variable estimated by the characteristic estimation unit 310.SELECTED DRAWING: Figure 1
Inventors:
IZAWA TAKESHI
FUKADA MAIKO
FUKADA MAIKO
Application Number:
JP2015176416A
Publication Date:
March 16, 2017
Filing Date:
September 08, 2015
Export Citation:
Assignee:
NAT AGRICULTURE & FOOD RES ORGANIZATION
International Classes:
A01G7/00
Domestic Patent References:
| JP2003085548A | 2003-03-20 | |||
| JP2008161157A | 2008-07-17 | |||
| JP2016508026A | 2016-03-17 | |||
| JPH10300665A | 1998-11-13 | |||
| JP2012152151A | 2012-08-16 | |||
| JP2013534818A | 2013-09-09 | |||
| JP2013183702A | 2013-09-19 | |||
| JP2013150622A | 2013-08-08 | |||
| JP2016139336A | 2016-08-04 |
Foreign References:
| WO2014079874A1 | 2014-05-30 |
Previous Patent: A separation refining process of fermentation output
Next Patent: A maintenance block for flower arrangement for rehabilitation
Next Patent: A maintenance block for flower arrangement for rehabilitation