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Hyper-parameter choices for different datasets.
| Datasets | λ | Size of hidden layer | Initial learning rate |
Threshold |
|---|---|---|---|---|
| Blakeley | 1 | 2000 | 10−4 | 10−4 |
| Jurkat-293T | 1000 | 4000 | 10−3 | 10−3 |
| Kolodziejczyk | 0 | 8000 | 10−4 | 10−4 |
| PBMC | 12000 | 3000 | 10−5 | 10−3 |
| Preimplantation | 2000 | 4000 | 10−3 | 10−3 |
| Quake | 2000 | 1500 | 10−4 | 10−4 |
| Usoskin | 2000 | 3000 | 10−4 | 10−4 |
| Zeisel | 1000 | 1500 | 10−4 | 10−4 |
