Cancer Type

Classifier

SNP Type

Precision

Recall

F1-Score

Accuracy

Acute Myeloid Leukemia

SVM Linear

Polymorphic

0.87

0.91

0.89

Detrimental

0.53

0.41

0.46

0.82

SVM RBF

Polymorphic

0.84

0.94

0.89

Detrimental

0.5

0.26

0.34

0.81

SVM Polynomial

Polymorphic

0.83

0.96

0.89

Detrimental

0.51

0.17

0.26

0.81

Random Forest

Polymorphic

0.86

0.92

0.89

Detrimental

0.51

0.35

0.41

0.81

Breast Cancer

SVM Linear

Polymorphic

0.88

0.9

0.89

Detrimental

0.13

0.1

0.11

0.81

SVM RBF

Polymorphic

0.88

0.91

0.9

Detrimental

0.11

0.08

0.09

0.81

SVM Polynomial

Polymorphic

0.88

0.9

0.89

Detrimental

0.13

0.11

0.12

0.81

Random Forest

Polymorphic

0.89

0.88

0.88

Detrimental

0.14

0.15

0.15

0.81

Colorectal Cancer

SVM Linear

Polymorphic

0.88

0.96

0.91

Detrimental

0

0

0

0.84

SVM RBF

Polymorphic

0.88

0.96

0.92

Detrimental

0.07

0.02

0.03

0.85

SVM Polynomial

Polymorphic

0.88

0.95

0.91

Detrimental

0

0

0

0.84

Random Forest

Polymorphic

0.89

0.94

0.91

Detrimental

0.26

0.17

0.2

0.84

Esophageal Cancer

SVM Linear

Polymorphic

0.91

0.99

0.95

Detrimental

0

0

0

0.9

SVM RBF

Polymorphic

0.92

0.99

0.95

Detrimental

0.44

0.07

0.13

0.91

SVM Polynomial

Polymorphic

0.91

0.99

0.95

Detrimental

0.08

0.01

0.02

0.9

Random Forest

Polymorphic

0.91

0.98

0.94

Detrimental

0.14

0.03

0.05

0.9