From: KinMutRF: a random forest classifier of sequence variants in the human protein kinase superfamily
Method | Accuracy | Precision | Recall | F-score | MCC |
---|---|---|---|---|---|
MutationTaster | 0.56 | 0.38 | 0.96 | 0.55 | 0.36 |
SIFT | 0.68 | 0.45 | 0.81 | 0.58 | 0.39 |
Polyphen2:HDIV | 0.66 | 0.44 | 0.90 | 0.59 | 0.42 |
LRT | 0.65 | 0.45 | 0.87 | 0.59 | 0.39 |
MutationAssessor | 0.76 | 0.55 | 0.66 | 0.60 | 0.43 |
CADD | 0.76 | 0.54 | 0.77 | 0.64 | 0.48 |
Polyphen2:HVAR | 0.64 | 0.53 | 0.85 | 0.65 | 0.50 |
FATHMM | 0.82 | 0.69 | 0.63 | 0.66 | 0.54 |
VEST | 0.87 | 0.74 | 0.82 | 0.78 | 0.69 |
KinMutRF | 0.88 | 0.82 | 0.75 | 0.78 | 0.68 |