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3 各类算法的聚类准确率比较

Table 3 The ACC of our algorithm and other algorithms

Methods MNIST?test USPS DIGITS DCMLF 79.90 74.51 80.65 k?means 54.63 66.82 79.24 SAE+k?means 66.81 61.65 - CAE+k?means 79.00 74.15 78.29 DEC 69.94 69.28 56.26 IDEC 71.45 72.10 76.90 EAC 54.51 66.73 79.52