基于多层次特征的深度集成聚类算法

杜淑颖, 侯海薇, 丁世飞

Deep ensemble clustering based on multi⁃level features

Shuying Du, Haiwei Hou, Shifei Ding

表4 各类算法的标准化互信息比较

Table 4 The NMI of our algorithm and other algorithms

Methods MNIST?test USPS DIGITS k?means 50.18 62.66 74.22 SAE+k?means 55.59 57.27 - CAE+k?means 72.55 73.30 75.40 DEC 67.69 70.18 57.05 IDEC 69.40 72.23 72.38 EAC 50.25 62.60 74.06 DCMLF 74.12 73.66 75.11