Heart Risk Failure Prediction Using a Novel Feature Selection Method for Feature Refinement and Neural Network for Classification

Algorithm 1

FWAFE-DNN.

	Input: { : Features size, : Hyperparameters} Output: {: Optimal Subset of features, Optimal}
(1)	; , where is the window size
(2)	Best_Acc = 0
(3)	Initialize
(4)	for 1 =
(5)	for 1 =
(6)	Acc using and
(7)	if
	Begin if
	Note down and as
	End if
(9)	END for
(10)	END for
(11)	Display , and