search

vector-1127 / DAC

clustering
113 stars 27 forks source link

Why do you test on the training set? #9

Closed xu-ji closed 6 years ago

xu-ji commented 6 years ago

For ImageNet script. This will give misleading accuracy because the test data is not unseen.

vector-1127 commented 6 years ago

Hi, This setting is following the previous work, i.e., DEC (J. Xie, R. Girshick, and A. Farhadi. Unsupervised deep embedding for clustering analysis. In ICML, pages 478–487, 2016.) and JULE (J. Yang, D. Parikh, and D. Batra. Joint unsupervised learning of deep representations and image clusters. In CVPR, pages 5147–5156, 2016.).