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Performances obtained with random splitting of the cross-validation sets
| Method | Accuracy (%) | Correlation | Sensitivity (%) |
Specificity (%) |
||
|---|---|---|---|---|---|---|
| + | − | + | − | |||
| L20 | 93 | 0.86 | 93 | 93 | 93 | 93 |
| L400 | 97 | 0.94 | 97 | 97 | 97 | 97 |
L20 is the SVM trained with the residue composition. L400 is trained with the difference in dipeptide composition of the sequences. Symbols + and − indicate increased and decreased thermostability classes, respectively.
