portfolio home ‣ technologies ‣ portfolio | certificate 포트폴리오 (portfolio) 제목데이터셋 공정성 보정 도구 v2.0 (data set fairness improvement v2.0)2021-10-29 18:05작성자admin Tech stack : drex cloud + docker compose + spring framework + mysqlStep 1 : source data set load (& choose column for binary classification) Step 2 : visualize of source data set structure (input parameters, permutation & no. of average corrections) Step 3 : fairness improvement based on raverage algorithm (ordered by standard deviation) Step 4 : visualize of result data set structure (selected data set) Step 5 : data set download #데이터셋 공정성#데이터셋#공정성#공정성 보정#편향#균등 기회#균등 승률#인구통계 패리티#이진 분류#순열#data set fairness#data set#fairness#fairness improvement#bias#equality opportunity#equalized odds#demographic parity#binary classification#permutation 목록 댓글 [0] 더보기이전한국정보과학회 데이터베이스소사이어티 (KIISE Database Society of Korea)admin 2021-10-29-데이터셋 공정성 보정 도구 v2.0 (data set fairness improvement v2.0)admin 2021-10-29 Powered by MangBoard | 워드프레스 쇼핑몰 망보드