Table 1 Reduction of number of genes for different sample size in dataset
From: Dimensionality reduction and class prediction algorithm with application to microarray Big Data
Sample size | Rank of the extracted basis (steps 1 and 2) | Nb of genes with Kendall rank correlation \(<0.5\) (step 3) | Number of final selected genes (step 5) |
|---|---|---|---|
60 | 60 | 33 | 3 |
55 | 55 | 31 | 4 |
50 | 50 | 28 | 22 |
45 | 45 | 13 | 7 |
40 | 40 | 11 | 9 |