Table 4 Computational cost of permutation test with different matrix sizes (rows and columns) and number of repetition (permutation)
From: A general index for linear and nonlinear correlations for high dimensional genomic data
(r,c,nper) | (50, 80, 100) | (50, 80, 1000) | (500, 800, 100) | (500, 800, 1000) |
|---|---|---|---|---|
Time (seconds) | 0.0276 | 0.2275 | 2.8792 | 29.1308 |