Centroid for improving machine learning classification and info retrieval
US10417530B2 · kind B2 · utility
1Cited by
2References
34Claims
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Key dates
| Filing date | Sep 29, 2017 |
| Grant date | Sep 17, 2019 |
| Priority date | — |
| Expiry date | Feb 28, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T7/60
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Centroids are used for improving machine learning classification and information retrieval. A plurality of files are classified as malicious or not malicious based on a function dividing a coordinate space into at least a first portion and a second portion such that the first portion includes a first subset of the plurality of files classified as malicious. One or more first geometric regions are defined in the first portion that classify files from the first subset as not malicious. A file is determined to be malicious based on whether the file is located within the one or more first geometric regions.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.