Study of Hepatitis Data Using Visual Data Mining System D2MS (知能と複雑系研究報告)

概要

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The hepatitis data set has been decided as the common dataset for Active Mining Project with a careful privacy policy. It has been collected during 1982-2001 by the Chiba university hospital and consists of 6 sets of data. This paper reports our preliminary study of this hepatitis dataset using our developed visual data mining system D2MS (Data Mining with Model Selection) that supports users to play a more active role in the knowledge discovery process visualizing tools. We first describe our early solution of data preprocessing, and a derived data table for the purpose of studying the course difference between B and C hepatitis with D2MS. We then report some preliminary results of this processing. Finally, we address our limitations in this first trial, and what we think to do in coming time.
一般社団法人情報処理学会の論文
2002-05-23