What genes are useful for
classification?
This is the classical machine-learning problem of
feature selection.
Rank the genes according to their separation between
classes.
Consider a series of classifiers incorporating the first
p genes on the list, p = 1,2,…
Estimate the performance of the k-feature classifier
with leave-out-one analysis.
Pick the best performing p.