From: MutaCYP: Classification of missense mutations in human cytochromes P450
Model | MCC | Q2, % | R, % | P, % |
---|---|---|---|---|
LDA 5-fold CV | 0.54 ± 0.04 | 82.96 ± 3.19 | 94.47 ± 1.65 | 84.17 ± 4.96 |
NN 5-fold CV | 0.46 ± 0.10 | 79.26 ± 4.12 | 87.24 ± 6.58 | 84.87 ± 2.20 |
LDA-cons | 0.53 | 82.59 | 92.89 | 84.72 |
NN-cons | 0.53 | 81.85 | 89.34 | 86.27 |
MutaCYP | 0.70 | 88.52 | 93.40 | 91.09 |
PolyPhen2/HumVar | 0.61 | 84.07 | 86.80 | 90.96 |
PolyPhen2/HumDiv | 0.58 | 83.70 | 90.36 | 87.68 |
SIFT | 0.49 | 76.33 | 77.70 | 85.71 |