Table 1 Hyperparameter tuning using clusteredness as target function
From: Gene2vec: distributed representation of genes based on co-expression
Dimension | Number of Iterations | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | |
50 | 1.428 | 1.444 | 1.467 | 1.470 | 1.487 | 1.465 | 1.473 | 1.479 | 1.475 | 1.462 |
100 | 1.415 | 1.467 | 1.488 | 1.491 | 1.498 | 1.501 | 1.519 | 1.486 | 1.480 | 1.490 |
200 | 1.403 | 1.463 | 1.491 | 1.498 | 1.495 | 1.482 | 1.470 | 1.488 | 1.521 | 1.509 |
300 | 1.392 | 1.443 | 1.472 | 1.473 | 1.473 | 1.509 | 1.474 | 1.513 | 1.479 | 1.480 |