基于稳定性的三支聚类

杨鑫,施虹,王平心,徐刚

Three⁃way clustering based on sample‘s stability

Xin Yang,Hong Shi,Pingxin Wang,Gang Xu

表2 UCI数据集上的实验结果

Table 2 Experimental results on UCI datasets

Datasets Algorithm DBI AS ACC Bank k?means 1.1913 0.5000 0.5758 Three?k?means 1.1772 0.5079 0.5751 Glass k?means 0.9625 0.5325 0.5981 Three?k?means 0.9252 0.6129 0.6774 Wine k?means 1.3053 0.4763 0.9550 Three?k?means 1.2430 0.5121 0.9704 Congressional k?means 1.4865 0.4407 0.8666 Three?k?means 1.3889 0.4723 0.8812 Breast k?means 0.8826 0.5644 0.7735 Three?k?means 0.7288 0.6817 0.7945