Table 4 Comparison of methods for selecting negative samples based on MDAID dataset
Methods | AUC (%) | AUPR (%) |
|---|---|---|
Random sampling | 92.88 | 92.85 |
KMeans clustering | 97.00 | 96.90 |
Gaussian mixture clustering | 96.95 | 96.85 |
Spectral coclustering | 93.71 | 93.98 |
Spectral biclustering | 94.93 | 94.96 |