Cancer Type

Classifier

SNP Type

Precision

Recall

F1-Score

Accuracy

Haplotype Pair

SVM Linear

Polymorphic

0.85

0.81

0.83

Detrimental

0.43

0.5

0.46

0.74

SVM RBF

Polymorphic

0.88

0.87

0.88

Detrimental

0.57

0.6

0.58

0.81

SVM

Polynomial

Polymorphic

0.88

0.88

0.88

Detrimental

0.59

0.59

0.59

0.82

Random Forest

Polymorphic

0.96

0.92

0.94

Detrimental

0.75

0.88

0.81

0.91

Individual SNP

SVM Linear

Polymorphic

0.87

0.91

0.89

0.81

Detrimental

0.44

0.35

0.39

SVM RBF

Polymorphic

0.85

0.92

0.88

Detrimental

0.37

0.24

0.3

0.8

SVM Polynomial

Polymorphic

0.86

0.93

0.9

Detrimental

0.45

0.27

0.34

0.82

Random Forest

Polymorphic

0.85

0.87

0.87

Detrimental

0.32

0.3

0.32

0.79