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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