Table 3 The hyper-parameters and corresponding values
Hyper-parameter | Value |
|---|---|
Input context window size | 13 (NCBI = CDR) |
Word-level embedding dimension | 200 (NCBI = CDR) |
Character-level embedding dimension | 20 (NCBI = CDR) |
Lexicon feature embedding dimension | 5 (NCBI = CDR) |
Character-level CNN’s window size | 3 (NCBI = CDR) |
Character-level CNN’s filters number | 20 (NCBI = CDR) |
Word-level CNN’s window size | 3 (NCBI = CDR) |
Word-level CNN’s filters number | 100 (NCBI = CDR) |
Word-level Convolutional layers size | 3 (NCBI); 4 (CDR) |