Table 2 Performance of JSNMF with different settings of α when K fixed to 4
From: A network clustering based feature selection strategy for classifying autism spectrum disorder
α | Modularity | Conductance | Coverage |
|---|---|---|---|
Average over all individual networks | |||
0 | 0.3449 | 0.5905 | 0.6101 |
0.1 | 0.3451 | 0.5905 | 0.6105 |
1 | 0.3454 | 0.5909 | 0.6105 |
10 | 0.3453 | 0.5908 | 0.6103 |
100 | 0.3452 | 0.5909 | 0.6101 |
Average network | |||
0 | 0.3470 | 0.5930 | 0.6084 |
0.1 | 0.3473 | 0.5929 | 0.6084 |
1 | 0.3475 | 0.5933 | 0.6088 |
10 | 0.3474 | 0.5933 | 0.6086 |
100 | 0.3473 | 0.5933 | 0.6084 |