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 |