Research Article
Semisupervised Deep Embedded Clustering with Adaptive Labels
Table 2
Clustering results measured by ACC.
| Methods | MNIST | USPS | REUTERS-10K |
| K-means | 0.5298 | 0.6567 | 0.5162 | DEC | 0.843 | 0.7408 | 0.7369 | DCN | 0.811 | 0.73 | 0.7505 | IDEC | 0.8806 | 0.7605 | 0.7564 | SMKL | 0.783 | 0.6819 | 0.7203 | SDEC | 0.8611 | 0.7639 | 0.6937 | Semi-DEC | 0.9648 | 0.8609 | 0.9176 |
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