Method of generating classification model and recording medium
US6510245B1 · kind B1 · utility
Assignee
Inventor
Key dates
| Filing date | Jul 19, 1999 |
| Grant date | Jan 21, 2003 |
| Priority date | — |
| Expiry date | Jul 19, 2019 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F18/24143
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
When n-dimensional data which belongs to one class in an n-dimensional feature space defined by n types of variates and whose position is specified by the variates is input, the feature space is divided into mn divided areas by performing m-part division for each of the variates. In this division, a division number m is determined on the basis of a statistical significance level by regarding a degree of generation of a divided area containing one data as a degree following a probability distribution with respect to the division number m. A classification model is generated by classifying the generated divided areas depending on whether they contain n-dimensional data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.