Cancer Type | Classifier | SNP Type | Precision | Recall | F-Measure | Accuracy |
Interacting Site Residues | SVM Linear | Polymorphic | 0.68 | 0.71 | 0.7 | |
Detrimental | 0.6 | 0.58 | 0.59 | 0.65 | ||
SVM RBF | Polymorphic | 0.68 | 0.66 | 0.67 | ||
Detrimental | 0.56 | 0.58 | 0.57 | 0.62 | ||
SVM Polynomial | Polymorphic | 0.58 | 0.84 | 0.69 | ||
Detrimental | 0.44 | 0.16 | 0.24 | 0.57 | ||
Random Forest | Polymorphic | 0.68 | 0.74 | 0.71 | ||
Detrimental | 0.61 | 0.53 | 0.57 | 0.67 | ||
Non-interacting Site residues | SVM Linear | Polymorphic | 0.54 | 0.56 | 0.55 | |
Detrimental | 0.5 | 0.49 | 0.5 | 0.53 | ||
SVM RBF | Polymorphic | 0.54 | 0.58 | 0.56 | ||
Detrimental | 0.5 | 0.47 | 0.48 | 0.53 | ||
SVM Polynomial | Polymorphic | 0.59 | 0.89 | 0.71 | ||
Detrimental | 0.72 | 0.32 | 0.44 | 0.61 | ||
Random Forest | Polymorphic | 0.56 | 0.56 | 0.56 | ||
Detrimental | 0.52 | 0.53 | 0.52 | 0.55 |