From: Predicting links between tumor samples and genes using 2-Layered graph based diffusion approach
Data | Average node degree | AUC-ROC score without degree normalization | AUC-ROC score with degree normalization |
---|---|---|---|
Co-occurrence | 6.08 | 0.50 | 0.84 |
Experimental | 90.35 | 0.52 | 0.71 |
Fusion | 1.66 | 0.80 | 0.84 |
Neighborhood | 48.22 | 0.50 | 0.81 |
Textmining | 159.4 | 0.52 | 0.75 |
Co-expresion | 106.01 | 0.52 | 0.74 |
Physical | 9.03 | 0.50 | 0.68 |
Combined | 176.92 | 0.52 | 0.75 |
Database | 20.19 | 0.50 | 0.75 |