Table 2. Performance summary of individual features and all features combined together.
Feature name | Non-ribosomal dataset | Complete dataset |
---|---|---|
Sequence-based control (SBC) | 0.728 +/−0.001 | 0.812 +/−0.001 |
SBC + EC | 0.741 +/−0.001 | 0.8196 +/−0.0003 |
SBC + LN | 0.761 +/−0.001 | 0.828 +/−0.001 |
SBC + Normalized ASAs | 0.7468 +/−0.0004 | 0.8253 +/−0.0007 |
SBC + Physicochemical (PC) property | 0.7424 +/−0.0007 | 0.820 +/−0.001 |
SBC + Predicted secondarystructure | 0.7374 +/−0.0004 | 0.8185 +/−0.0008 |
All together | 0.796 +/−0.001 | 0.8526 +/−0.0008 |
Performance is measured in terms of AUC (mean ± Std) evaluated from five repetitions of five-fold cross-validation. SBC method indicates the sequence features that adapted from the SRCPred method (12).