Table 1 Predicted AUCs with different network structures and sample sizes for large networks with 500 nodes
From: Network construction and structure detection with metagenomic count data
n | Similarity | Small world | Scale-free | Range-dependent |
|---|---|---|---|---|
50 | Spearman | 0.909 (±.015) | 0.930 (±.035) | 0.730 (±.021) |
|  | Bray-Curtis | 0.894 (±.014) | 0.786 (±.017) | 0.693 (±.016) |
|  | Hellinger | 0.936 (±.018) | 0.844 (±.019) | 0.709 (±.015) |
100 | Spearman | 0.982 (±.009) | 0.972 (±.020) | 0.849 (±.014) |
|  | Bray-Curtis | 0.975 (±.011) | 0.820 (±.016) | 0.794 (±.019) |
|  | Hellinger | 0.986 (±.016) | 0.883 (±.013) | 0.812 (±.011) |
200 | Spearman | 0.999 (±.012) | 0.994 (±.015) | 0.872 (±.015) |
|  | Bray-Curtis | 0.996 (±.009) | 0.864 (±0.014) | 0.828 (±.018) |
|  | Hellinger | 0.998 (±.006) | 0.944 (±.012) | 0.846 (±.015) |