OPT: faster processing of empty inputs
ENH: allow chunks other than 1:N
ENH: allow other arguments than those supported by svmtrain
NF+OPT: Worse is better; use a separate check partitions function, and use it only for first feature when running a searchlight.
SML: fix function name
NF: separate stat function