Skip to main content

Table 3 The overall performance of Multipath2vec, CATAPULT, PRINCE, Deepwalk and Metapath2vec methods on many-genes gene-phenotype data

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

AlgorithmMultipath2vecCATAPULTPRINCEDeepwalkMetapath2vec
Top151/22346/22324/22343/22348/223
Top5161/22357/22396/22374/22373/223
Top10187/22362/223111/223131/22373/223
Top30209/22365/223124/223194/223152/223
Top50216/22367/223129/223206/223168/223
Top100219/22367/223134/223215/223185/223