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. 2021 Jun 22;37(23):4299–4306. doi: 10.1093/bioinformatics/btab439

Table 3.

SVM classifier performance

F1 score_SVM
Representation method Antibody Cell line Tissue
Union representation 0.9424 0.9898 0.9591
tf_idf—1000-kb 0.9468 0.9788 0.9523
tf_idf—500-kb 0.9439 0.9613 0.9500
tf_idf—100-kb 0.9022 0.8977 0.9568
region-set2vec embedding 0.9381 0.9605 0.9091