Feature |     Classifier | SN | SP | ACC | MCC |
---|---|---|---|---|---|
 Binary | SVM (Threshold = −0.8) | 61.92 ± 2.63 | 65.09 ± 0.43 | 64.80 ± 0.35 | 0.16 ± 0.02 |
SVM (Threshold = −0.1) | 7.43 ± 1.18 | 99.66 ± 0.10 | 91.28 ± 0.08 | 0.21 ± 0.02 | |
BayesNet | 14.50 ± 2.11 | 94.30 ± 0.20 | 87.04 ± 0.22 | 0.10 ± 0.02 | |
ComplementNaiveBayes | 62.09 ± 0.50 | 65.97 ± 0.22 | 65.61 ± 0.20 | 0.17 ± 0.00 | |
NaiveBayes | 32.53 ± 0.99 | 86.43 ± 0.22 | 81.53 ± 0.27 | 0.15 ± 0.01 | |
NaiveBayesMultinomial | 60.23 ± 0.82 | 67.94 ± 0.16 | 67.24 ± 0.15 | 0.17 ± 0.01 | |
IBk | 31.41 ± 2.27 | 89.80 ± 0.20 | 84.49 ± 0.19 | 0.19 ± 0.02 | |
 | RandomForest | 36.07 ± 2.03 | 78.38 ± 0.16 | 74.54 ± 0.30 | 0.10 ± 0.01 |
 PSSM | SVM (Threshold = −0.8) | 72.70 ± 2.87 | 76.89 ± 0.25 | 76.51 ± 0.37 | 0.32 ± 0.02 |
SVM (Threshold =0.0) | 42.75 ± 1.08 | 97.51 ± 0.10 | 92.54 ± 0.13 | 0.48 ± 0.01 | |
BayesNet | 57.25 ± 1.21 | 69.54 ± 0.52 | 68.42 ± 0.48 | 0.16 ± 0.01 | |
ComplementNaiveBayes | 59.30 ± 1.23 | 66.96 ± 0.33 | 66.26 ± 0.26 | 0.16 ± 0.01 | |
NaiveBayes | 63.03 ± 1.65 | 69.09 ± 0.46 | 68.54 ± 0.56 | 0.19 ± 0.01 | |
NaiveBayesMultinomial | 55.77 ± 1.32 | 70.95 ± 0.21 | 69.57 ± 0.26 | 0.17 ± 0.01 | |
IBk | 44.05 ± 0.49 | 94.65 ± 0.34 | 90.05 ± 0.27 | 0.39 ± 0.01 | |
 | RandomForest | 24.17 ± 0.80 | 99.31 ± 0.08 | 92.49 ± 0.06 | 0.41 ± 0.01 |