From: Unsupervised deep learning reveals prognostically relevant subtypes of glioblastoma
Set ID | Hidden Layer Sizes | Learning Rates | Epochs | Input Size | ||||
---|---|---|---|---|---|---|---|---|
1st | 2nd | 3rd | pretrain | train | pretrain | train | ||
1 | 1100 | 500 | 100 | 7.75E-05 | 2.41E-03 | 14 | 101 | 9476 |
2 | 1300 | 700 | 100 | 7.75E-05 | 2.41E-03 | 14 | 91 | 9476 |
3 | 1300 | 700 | 150 | 7.75E-05 | 2.41E-03 | 14 | 88 | 9476 |
4 | 1300 | 700 | 150 | 7.75E-05 | 2.41E-03 | 14 | 62 | 9476 |
5 | 1400 | 1000 | 200 | 3.03E-03 | 3.26E-03 | 14 | 40 | 7160 |
6 | 1300 | 700 | 150 | 7.75E-05 | 2.41E-03 | 14 | 97 | 7160 |