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