Knowledge Mining from Clinical Datasets Using Rough Sets and Backpropagation Neural Network

Table 10

Selected reducts for heart disease dataset.

Reduct	Attribute size	Attribute set
	4	[1 0 1 0 1 0 0 0 0 1 0 0 0]
	4	[1 0 1 0 0 0 0 1 0 0 0 1 0]
	5	[1 0 1 0 0 0 0 1 0 1 0 1 0]
	5	[1 0 1 1 0 0 0 1 0 0 0 1 0]
	6	[1 0 1 1 0 0 0 0 1 0 0 1 1]
	6	[0 0 1 0 1 0 1 0 0 1 0 1 1]
	6	[0 0 1 0 1 0 0 1 0 1 0 1 1]
	7	[0 1 0 1 1 0 1 0 0 0 1 1 1]
	7	[0 0 0 0 1 1 0 1 1 1 0 1 1]
All	13	[1 1 1 1 1 1 1 1 1 1 1 1 1]