Method of designing hierarchical structure of SVM decision tree based on separating measure with degree of membership
Xin Xue, Guoping He · Jisuanji yingyong yanjiu · 2007
This paper proposed a new separating measure,and designed the hierarchical structure of SVM decision tree based on this new separating measure.The experimental results show that when the random testing sample has different degree of membership to different classes,this SVM decision tree algorithm with the new separating measure speeds up the separation under the same separation ability.