Parameter | Standard SOM |
The size of a map | 16 × 5 (49 × 15) |
Grid | Hexagonal |
Type | Toroid |
H | Gaussian |
Training mode | Batch |
Rough initial | 0.5 |
Fine initial | 0.01 |
Number of epochs at the rough tuning | 1000 |
Learning rate at the rough tuning | 0.5 |
Initial radius of training | 3 |
Number of epochs at the fine-tuning | 2000 |
Learning rate at the fine-tuning | 0.05 |
Final radius of training | 1 |