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Table 8 Performance of classifiers with BOS and BOW

From: The first step in the development of text mining technology for cancer risk assessment: identifying and organizing scientific evidence in risk assessment literature

Method

Feature Set

P

R

F

NMB

BOW

0.59

0.75

0.66

NMB

BOS

0.62

0.82

0.70

CNB

BOW

0.52

0.74

0.60

CNB

BOS

0.57

0.76

0.64

SVM

BOW

0.68

0.76

0.71

SVM

BOS

0.71

0.77

0.74