Table 3 Cross-tool comparison of GI results: The percentage of GIs predicted over the testing dataset Target, that overlap with predictions made by other tools (Predictor)
Target | ShutterIsland | IslandViewer | Phispy | PhageFinder | Islander | Phaster | AlienHunter | IslandPick | Dimob | SIGI |
|---|---|---|---|---|---|---|---|---|---|---|
Predictor | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
ShutterIsland | N/A | 45.7% | 97.8% | 99.1% | 67.4% | 92.9% | 27% | 20.3% | 54% | 28.8% |
IslandViewer | 42.8% | N/A | 89.3% | 89.2% | N/A | 82.1% | 39.4% | N/A | N/A | N/A |
Phispy | 29.1% | 23.7% | N/A | 98.3% | 52.8% | 79.3% | 9% | 10.8% | 29.1% | 11.5% |
PhageFinder | 28.1% | 23.6% | 92.8% | N/A | 50.4% | 79.8% | 9% | 10.1% | 29/3% | 12% |
Islander | 9.2% | 21.2% | 23.7% | 25.7% | N/A | 22.2% | 8.3% | 15.5% | 22.9% | 17% |
Phaster | 26.4% | 22.5% | 82.4% | 86% | 44.5% | N/A | 10.4% | 11.3% | 27.5% | 12.7% |
AlienHunter | 56.8% | 78.9% | 87.2% | 86.5% | 98% | 87.2% | N/A | 67.1% | 82.8% | 92.6% |
IslandPick | 10.6% | 43.3% | 25.4% | 28.7% | 51.7% | 29% | 13.8% | N/A | 28.4% | 31.2% |
Dimob | 34.9% | 70.5% | 86.1% | 85.2% | 87.8% | 76.9% | 25.7% | 29.5% | N/A | 50.3% |
SIGI | 17.2% | 47.7% | 34.4% | 31.6% | 63.2% | 27.8% | 22.6% | 30.9% | 44.8% | N/A |