Table 1 Results obtained with four different SVMs with different sequence encoding and features
Sequence encoding | Features | AUC Training | AUC Test non-red |
|---|---|---|---|
binary | all | 0,714 ± 0,060 | 0,719 ± 0,006 |
binary | sequence only | 0,729 ± 0,039 | 0,706 ± 0,007 |
PAM30 | all | 0,729 ± 0,051 | 0,737 ± 0,007 |
PAM30 | sequence only | 0,724 ± 0,021 | 0,724 ± 0,007 |