Table 2 Power comparison in kidney cancer dataset (The significance level α = 0.05/20531)
From: Efficient test for nonlinear dependence of two continuous variables
Kidney cancer dataset | CANOVA | Kendall | Pearson | Spearman | Hoeffding | Distance | MIC |
|---|---|---|---|---|---|---|---|
Significant gene number | 5901 | 11569 | 8239 | 11629 | 4953 | 10946 | 8081 |
Computing time (seconds) | 24 | 65 | 32 | 32 | 44 | ~106 | 114 |