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AUC for disorder predictions by input window size on the CASP10 dataset.
| Deep Network Configuration | Input Window Size (in Residues) | |||
|---|---|---|---|---|
| 31 | 51 | 71 | 91 | |
| dropout only | 71.0 | 70.0 | 73.0 | 74.9 |
| maxout nodes only | 71.3 | 73.0 | 74.7 | 75.8 |
| maxout nodes with dropout | 76.7 | 77.7 | 78.4 | 78.8 |
