Perceptron Ranking Using Interval Labels with Ramp Loss for Online Ordinal Regression

Algorithm 2

K-PRIL-RAMP algorithm (kernel perceptron ranking using interval label with ramp loss).

	Input: Training set
	Initialize: Set  = 0, and ; ;
	Output Predict
	for
(2)	Receive instance from
	Predict:
(4)	observe:
	Set
(6)	Set
	Initialize
(8)	for do
	ifthen
(10)
(11)	end if
	end for
(14)
	end for
(16)