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Table 5 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) Final selected genes (step 5)
89 89 31 5
80 80 26 5
75 75 31 3
70 70 34 10
60 60 34 10
50 50 24 8