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Table 2 The overall performance of Multipath2vec, CATAPULT, PRINCE, Deepwalk and Metapath2vec methods on single-gene gene-phenotype data

From: A network embedding model for pathogenic genes prediction by multi-path random walking on heterogeneous network

AlgorithmMultipath2vecCATAPULTPRINCEDeepwalkMetapath2vec
Top1266/7020/702179/702242/70248/702
Top5532/7020/702307/702491/70248/702
Top10606/7021/702353/702538/70248/702
Top30651/7025/702405/702596/702102/702
Top50662/70216/702411/702618/702110/702
Top100678/70223/702417/702644/702137/702