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. 2015 Sep 23;8(Suppl 3):S4. doi: 10.1186/1755-8794-8-S3-S4

Table 3.

Results of BrSmoteSvm with and without SMOTE.

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