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

Table 8

Selected reducts for hepatitis dataset.

Reduct	Number of attributes	Attribute set
	9	[1 0 1 0 1 0 0 1 1 0 0 0 0 1 1 1 1 0]
	10	[1 1 1 0 1 0 0 1 1 0 0 0 0 1 1 1 1 0]
	10	[1 0 1 0 1 0 0 1 0 1 1 0 0 1 1 1 1 0]
	11	[1 0 1 0 1 1 0 1 1 0 1 0 0 1 1 1 1 0]
	11	[1 0 1 0 1 1 0 1 1 1 0 0 0 1 1 1 1 0]
	12	[1 0 1 0 1 0 1 1 0 0 1 1 1 1 1 1 1 0]
	12	[1 0 1 0 1 0 1 1 0 1 1 0 1 1 1 1 1 0]
	13	[1 1 1 1 1 0 0 0 0 1 1 1 0 1 1 1 1 1]
	13	[1 0 1 1 1 0 0 1 1 0 1 0 1 1 1 1 1 1]
All	18	[1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]