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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