CAJ | 학술논문

多分类器系统是近年来兴起的一种有效的分类机制,为提高多分类器系统的分类精度,提出了一种基于粗糙集约简构造多分类器系统的机制,并从输入和输出两个角度对如何选择单个分类器进行了探讨.通过对4个UCI数据集进行验证,发现基于输出的选择融合方法得到了最好的分类效果.
다분류기계통시근년래흥기적일충유효적분류궤제,위제고다분류기계통적분류정도,제출료일충기우조조집약간구조다분류기계통적궤제,병종수입화수출량개각도대여하선택단개분류기진행료탐토.통과대4개UCI수거집진행험증,발현기우수출적선택융합방법득도료최호적분류효과.
Multiple classification systems(MCSs) are a new classification technique rising in recent years.In order to the classifi-cation performance of MCSs,a technique is proposed to construct multiple classification systems based on rough set reduction.The method of selecting the single classifiers in two points is presented,which is the point of input and output respectively.Experi-ments show that the MCSs constructed by the method based on output get the best classification performances.