Weighted Bayesian Belief Network: A Computational Intelligence Approach for Predictive Modeling in Clinical Datasets

Table 1

Breast Cancer Dataset with discretized values.

S.No	Attribute_name	Range
1	Clump _thickness [1–10]	1
		2
2	Uniformity_of_cellsize [1–10]	3
		4
3	Uniformity_of_cellshape [1–10]	5
		6
4	Marginal_Adhesion [1–10]	7
		8
5	Single_Epithelial_cellsize [1–10]	9
		10
6	Bare_Nuclei [1–10]	11
		12
7	Bland_Chromatin [1–10]	13
		14
8	Normal_Nucleoli [1–10]	15
		16
9	Mitoses [1–10]	17
		18
10	Output (class label representing 2 typesof breast cancer class)	19
		20