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Efficient multivariate feature filter using conditional mutual information
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10초록
This reported work focuses on designing an efficient feature filter from a computational point of view. The proposed multivariate filter method using conditional mutual information selects a feature subset that maximises relevance to target class while minimising redundancy between features in O(N) time.
키워드
CLASSIFICATION
- 제목
- Efficient multivariate feature filter using conditional mutual information
- 저자
- Lee, Jaesung; Kim, Dae-Won
- 발행일
- 2012-02
- 유형
- Article
- 권
- 48
- 호
- 3
- 페이지
- 153 ~ U40
- 언어
- ENG
- 출판사
- INST ENGINEERING TECHNOLOGY-IET
- 발행국가
- 영국
- ISSN
- E 1350-911X
P 0013-5194