Table 1.
The differences between BioSeq-BLM and BioSeq-Analysis2.0
| Modules | Descriptions | BioSeq-BLM | BioSeq-Analysis2.0 |
|---|---|---|---|
| BLMs | Number of BGLMs | 58 | 51 |
| Number of BSLMs | 48 | 0 | |
| Number of BNLMs | 41 | 0 | |
| Number of BSSLMs | 8 | 0 | |
| Predictor construction | Number of machine learning algorithms | 9 | 3 |
| Number of deep learning algorithms | 6 | 0 | |
| Performance evaluation | Number of evaluation metrics | 10 | 6 |
| Result analysis | Number of methods for normalization | 4 | 0 |
| Number of methods for clustering | 5 | 0 | |
| Number of algorithms for feature selection | 5 | 0 | |
| Number of models for dimension reduction | 3 | 0 | |
| Other | Support GPU-accelerate or not | Yes | No |