Table 1 The performance (mean ± standard deviation) of compared algorithms on the Yeast protein dataset.
From: Collective prediction of protein functions from protein-protein interaction networks
Methods | Coverage | Ranking Loss | One-error | 1-Average Precision |
|---|---|---|---|---|
ICA | 4.217 ± 0.273 | 0.140 ± 0.013 | 0.042 ± 0.005 | 0.155 ± 0.005 |
Gibbs | 4.319 ± 0.195 | 0.148 ± 0.008 | 0.043 ± 0.005 | 0.154 ± 0.006 |
ICML | 4.409 ± 0.091 | 0.153 ± 0.006 | 0.043 ± 0.007 | 0.162 ± 0.006 |
ICAM | 3.748 ± 0.164 | 0.100 ± 0.008 | 0.041 ± 0.005 | 0.151 ± 0.005 |