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

Table 5.

SVM-PCA classifier performance

F1 score_SVM
Representation method Antibody Cell line Tissue
Union representation 0.9281 0.9539 0.8932
tf_idf—1000-kb 0.9223 0.9327 0.8932
tf_idf—500-kb 0.9108 0.9145 0.8727
tf_idf—100-kb 0.8993 0.8662 0.8886
region-set2vec embedding 0.9381 0.9605 0.9091