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Table 2 Mean and standard deviation (SD) of AUC values with 13 different cross validation conditions.

From: Disease candidate gene identification and prioritization using protein interaction networks

Method Parameter Mean of AUC SD of AUC
PageRank with Priors Back probability = 0.01 0.73 0.0008
PageRank with Priors Back probability = 0.05 0.78 0.0015
PageRank with Priors Back probability = 0.1 0.8 0.0013
PageRank with Priors Back probability = 0.3 0.8 0.0011
PageRank with Priors Back probability = 0.5 0.8 0.0015
PageRank with Priors Back probability = 0.7 0.8 0.0009
PageRank with Priors Back probability = 0.9 0.79 0.0007
K-Step Markov K = 1 0.7 0.096
K-Step Markov K = 2 0.78 0.0005
K-Step Markov K = 4 0.8 0.0024
K-Step Markov K = 6 0.8 0.0009
HITS with Priors Back probability = 0.3 0.8 0.0009
HITS with Priors Back probability = 0.5 0.8 0.0004
  1. Highlighted rows correspond to the best parameter value of each method.