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Table 1 The overall performance of Multipath2vec, CATAPULT, PRINCE, Deepwalk and Metapath2vec methods on whole gene-phenotype data

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

AlgorithmMultipath2vecCATAPULTPRINCEDeepwalkMetapath2vec
Top1317/92546/925203/925285/92596/925
Top5693/92557/925403/925565/925121/925
Top10793/92563/925464/925669/925121/925
Top30860/92570/925529/925790/925254/925
Top50878/92583/925540/925824/925278/925
Top100897/92590/925551/925859/925322/925