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Table 2 Classification results for the four feature sets for both reference sets

From: Identifying disease trajectories with predicate information from a knowledge graph

 

Jensen set

Jensen set - undersampled

Van den Akker set

Metapaths

Split paths

Metapaths

Split paths

Metapaths

Split paths

Undirected

83.3 (1.7)

78.3 (1.7)

64.2 (12.1)

61.9 (12.3)

72.5 (11.8)

68.4 (13.0)

Mixed

89.8 (0.9)

82.8 (1.2)

82.3 (8.4)

69.6 (13.1)

74.5 (10.5)

70.3 (11.4)

  1. The values in the columns indicate the mean AUC and its standard deviation in % of 10 cross-validation experiments