Table 2 Areas under ROC curves in the presence of outliers using each method
From: Distance correlation application to gene co-expression network analysis
Type of association | Sampling number | Pearson | Spearman | MIC | Dcorr |
|---|---|---|---|---|---|
Outliers 2 in liver | 15 | 0.948112 | 0.908492 | 0.850688 | 0.974058 |
30 | 0.879612 | 0.988404 | 0.954280 | 0.999168 | |
60 | 0.707942 | 0.999900 | 0.993774 | 1.000000 | |
Outliers 2 in cervical cancer | 15 | 0.812824 | 0.740076 | 0.677720 | 0.814222 |
30 | 0.912892 | 0.891988 | 0.804872 | 0.948394 | |
60 | 0.859602 | 0.984052 | 0.920278 | 0.995328 |