Table 2 KluDo’s performance over the test datasets
From: Assignment of structural domains in proteins using diffusion kernels on graphs
| Â | LED | MD | MED | RL | ||||
|---|---|---|---|---|---|---|---|---|
KK | SP | KK | SP | KK | SP | KK | SP | |
Benchmark_1 | ||||||||
OL | 89.9 | 91.2 | 90.1 | 90.3 | 89.7 | 90.9 | 88.6 | 89.7 |
ARI | 92.5 | 93.8 | 92.5 | 92.5 | 92.2 | 93.8 | 92.0 | 92.5 |
Benchmark_2 | ||||||||
OL | 77.6 | 79.5 | 76.9 | 77.6 | 78.2 | 79.5 | 74.4 | 74.4 |
ARI | 85.3 | 85.9 | 85.9 | 85.3 | 85.9 | 85.3 | 84.0 | 82.1 |
Benchmark_3 | ||||||||
OL | 80.7 | 83.7 | 80.7 | 82.2 | 81.5 | 83.7 | 77.0 | 79.3 |
ARI | 87.4 | 88.9 | 87.4 | 88.9 | 87.4 | 88.1 | 85.2 | 85.2 |
Islam | ||||||||
OL | 88.0 | 89.3 | 86.7 | 86.7 | 89.3 | 88.0 | 82.7 | 82.7 |
ARI | 92.0 | 93.3 | 90.7 | 93.3 | 90.7 | 93.3 | 90.7 | 92.0 |
Jones | ||||||||
OL | 94.5 | 92.7 | 89.1 | 92.7 | 90.9 | 92.7 | 90.9 | 92.7 |
ARI | 96.4 | 98.2 | 96.4 | 98.2 | 94.5 | 98.2 | 98.2 | 98.2 |
ASTRAL40 | ||||||||
OL | 84.0 | 84.7 | 84.0 | 84.7 | 84.1 | 84.7 | 83.2 | 83.8 |
ARI | 87.3 | 87.8 | 87.4 | 87.1 | 87.4 | 87.7 | 86.9 | 86.9 |