Open Access
Table 3
Overview of the PINK training hyperparameters.
| Parameter | Value | |
|---|---|---|
| Similarity metric Neighborhood Map size Map topology |
Euclidean Gaussian kernel 20 by 20 Cartesian non cyclic boundaries |
|
| Population phase | Learning phase | |
| Epochs Kernel width Learning rate No. of rotations |
1000 2.5 0.1 24 |
15 000 1.0 0.05 92 |
Notes. The top panel of the table shows the hyperparameters that were the same for the two training phases. The bottom panel lists the hyperparameters that were unique to each of the two training phases.
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