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Classifying Categorical Data Based on Adoptive Hamming Distance
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1초록
In this paper, we improve the classification performance of categorical data using an Adoptive Hamming Distance. We defined the equivalent categorical values and showed how those categorical values were searched to adopt the distance. The effectiveness of the proposed method was demonstrated using various classification examples.
키워드
adoptive hamming distance; hamming distance
- 제목
- Classifying Categorical Data Based on Adoptive Hamming Distance
- 저자
- Lee, Jaesung; Kim, Dae-Won
- 발행일
- 2010-01
- 유형
- Article
- 저널명
- IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
- 권
- E93D
- 호
- 1
- 페이지
- 189 ~ 192
- 언어
- ENG
- 출판사
- IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
- 분량
- 4 페이지
- ISSN
- P 1745-1361