Exercises from the book "statistical machine learning" by Sugiyama Masashi.
Exercises from the book "statistical machine learning" by Sugiyama Masashi.
(KO)통계적 기계 학습, 스기야마 마사시 저, 서울대학교출판문화원 책 예제문제 풀이를 하고 있습니다. 3장부터 풉니다!!
3장. 판별 함수의 평가 기준
4장. 최대 우도 추정법
5장. 최대 우도 추정법의 이론적 성질
6장. 선형 판별 분석을 사용한 필기 인식
7장. 최대 우도 추정법의 모델 선택
8장. 가우스 혼합 모델의 최대 우도 추정
9장. 베이즈 추론법
10장. 베이즈 추론의 수치 계산법
11장. 베이즈 추론법의 모델 선택
12장. 커널 밀도 추정법 13장. 근접 이웃 밀도 추정법
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