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Table 3 Results of BrSmoteSvm with and without SMOTE.

From: Patient classification of hypertension in Traditional Chinese Medicine using multi-label learning techniques

 

BrSmoteSvm+SMOTE

BrSmoteSvm-SMOTE

Average precision

0.66

0.58

Hamming loss

0.09

0.07

Coverage

1.11

1.36

One-error

0.47

0.59

Ranking loss

0.16

0.19