Table 1 Default values of hyper-parameters of CMIC.
Symbol | Default value | Description |
|---|---|---|
N | 1000 | Number of variable-length k-mer sequences generated from a CGI sequence |
D | 20 | Embedding vector dimension |
H | 256 | Hidden variable dimension |
e | 2 | Epoch |
r | 0.0001 | Learning rate |
b | 32 | Batch size |
d | 0.5 | Dropout rate |
\(\alpha\) | 0.01 | Weight decay rate |