Table 3.
PaRSnIP | PROSO II | CCSOL | SOLpro | PROSO | RPSP | SCM | |
---|---|---|---|---|---|---|---|
Accuracy (%) | 74.11 | 64.35 | 54.20 | 59.95 | 57.85 | 51.45 | 59.67 |
MCC | 0.48 | 0.31 | 0.08 | 0.20 | 0.16 | 0.03 | 0.21 |
Sensitivity (soluble) | 0.73 | 0.46 | 0.51 | 0.51 | 0.54 | 0.44 | 0.42 |
Sensitivity (insoluble) | 0.75 | 0.82 | 0.57 | 0.69 | 0.62 | 0.59 | 0.77 |
Selectivity (soluble) | 0.75 | 0.72 | 0.54 | 0.62 | 0.58 | 0.52 | 0.65 |
Selectivity (insoluble) | 0.74 | 0.60 | 0.54 | 0.58 | 0.57 | 0.51 | 0.57 |
Gain (soluble) | 1.50 | 1.45 | 1.09 | 1.24 | 1.17 | 1.03 | 1.30 |
Gain (insoluble) | 1.47 | 1.21 | 1.08 | 1.17 | 1.15 | 1.02 | 1.14 |
Note: Best performing method in bold. Performance values adopted from Chang et al. (2014).