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Table 1 The distribution of gene expressions in the synthetic dataset.

From: Error margin analysis for feature gene extraction

 

y = -1

y = 1

i ∈ [1, 20]

p i (x) = G(x | μ i , σ i ) where

μ i = 0.3 - i 0.05/20,

σ i = 0.15 - i 0.05/20

p i (x) = G(x | α i , β i ) where

α i = 0.7 - i 0.05/20,

β i = 0.15 - i 0.05/20

i ∈ [21, 500]