Table 3 Adjusted Rand Index (ARI) Scores for the SMD Model Across Various Datasets and Dilation Rate Configurations
From: scSMD: a deep learning method for accurate clustering of single cells based on auto-encoder
Datasets | (2,4,6,8) | (1,3,5,7) | (4,6,8,10) | (6,8,10,12) | (10,8,6,4) |
|---|---|---|---|---|---|
Baron | 0.661 | 0.490 | 0.724 | 0.557 | 0.506 |
pbmc | 0.824 | 0.820 | 0.852 | 0.834 | 0.779 |
Bhattacherjee | 0.741 | 0.743 | 0.980 | 0.960 | 0.971 |
Zeisel | 0.781 | 0.686 | 0.803 | 0.772 | 0.747 |
Osteosarcoma | 0.451 | 0.524 | 0.554 | 0.544 | 0.356 |