From: Quantitative maps of genetic interactions in yeast - Comparative evaluation and integrative analysis
 | Positive genetic interactions | Negative genetic interactions | ||||
---|---|---|---|---|---|---|
Dataset pair | Early sensitivity | Partial AUC | Overall AUC | Early sensitivity | Partial AUC | Overall AUC |
GIM - SGA | Â | Â | Â | Â | Â | Â |
GIM rank | 0.205 | 0.445 | 0.794 | 0.488 | 0.624 | 0.872 |
SGA rank | 0.205 | 0.477 | 0.785 | 0.494 | 0.595 | 0.795 |
Borda count | 0.432 | 0.527 | 0.826 | 0.562 | 0.619 | 0.857 |
Minimum rank | 0.386 | 0.496 | 0.777 | 0.556 | 0.663 | 0.897 |
Maximum rank | 0.227 | 0.525 | 0.856 | 0.550 | 0.601 | 0.804 |
Rank product | 0.432 | 0.522 | 0.795 | 0.594 | 0.680 | 0.892 |
E-MAP - SGA | Â | Â | Â | Â | Â | Â |
E-MAP rank | 0.345 | 0.637 | 0.889 | 0.286 | 0.510 | 0.821 |
SGA rank | 0.148 | 0.338 | 0.772 | 0.208 | 0.366 | 0.734 |
Borda count | 0.348 | 0.542 | 0.868 | 0.304 | 0.477 | 0.805 |
Minimum rank | 0.337 | 0.511 | 0.832 | 0.252 | 0.477 | 0.825 |
Maximum rank | 0.255 | 0.575 | 0.887 | 0.294 | 0.460 | 0.769 |
Rank product | 0.347 | 0.539 | 0.854 | 0.304 | 0.501 | 0.826 |
GIM - E-MAP | Â | Â | Â | Â | Â | Â |
GIM rank | 0.300 | 0.450 | 0.792 | 0.237 | 0.397 | 0.783 |
E-MAP rank | 0.333 | 0.579 | 0.884 | 0.256 | 0.411 | 0.767 |
Borda count | 0.367 | 0.533 | 0.878 | 0.293 | 0.457 | 0.807 |
Minimum rank | 0.400 | 0.508 | 0.839 | 0.298 | 0.463 | 0.825 |
Maximum rank | 0.333 | 0.572 | 0.892 | 0.279 | 0.438 | 0.768 |
Rank product | 0.367 | 0.530 | 0.857 | 0.326 | 0.480 | 0.827 |
Random classifier | 0.010 | 0.050 | 0.500 | 0.010 | 0.050 | 0.500 |