基于迁移学习的软子空间聚类算法

王丽娟,丁世飞,丁玲

Soft subspace clustering algorithm based on transfer learning

Lijuan Wang,Shifei Ding,Ling Ding

表5 Xcurrent聚类结果(NMI指数)

Table 5 The clustering results of Xcurrent (NMI index)

数据集 Xcurrent?all Xcurrent?lost EWKM ESSC FSC TSC EWKM ESSC FSC TSC Iris 0.5247 0.5365 0.5286 0.6807 0.4275 0.4562 0.3925 0.5803 Wine 0.6218 0.6452 0.6102 0.7534 0.5842 0.6231 0.5714 0.6744 Vehicle 0.1204 0.1078 0.1107 0.1608 0.0214 0.0451 0.0168 0.1256 Australian 0.2536 0.2237 0.2496 0.4532 0.2453 0.1431 0.1087 0.3998