A Novel Reformed Reduced Kernel Extreme Learning Machine with RELIEF-F for Classification

Algorithm 4

The process of Correlation Detection Selection method.

	Require: Training input data matrix , and the threshold of CDS .
	Ensure: the filtered memory .
Initial Part:
(1)	Sort training samples by class;
(2)	Set the threshold of CDS as ;
(3)	Set the initial filter memory ; The Selecting Part:
(4)	fordo
(5)	Calculate the average value of correlation (AC) between and ;
(6)	ifthen
(7)	;
(8)	else
(9)	=  .
(10)	end if
(11)	end for
(12)	return