Neighborhood Hypergraph Based Classification Algorithm for Incomplete Information System

Table 1

Experimental data sets (C: continuous, N: nominal).

Number	Data set	Size	Attribute	Missing degree	Class label
1	Mammographic	961	1C 4N		0:1
2	Blood	748	4C		0:1
3	Credit Approval	690	6C 9N		+:−
4	Balance	625	4N		0:1:2
5	ILPD	583	9C 1N		1:2
6	Haberman	306	3C		1:2
7	Hungarian	294	5C 8N		0:1
8	Statlog Heart	270	8C 5N		1:2
9	Spect Heart	267	22N		0:1
10	Bankruptcy	250	6N		B:NB
11	Sonar	208	60C		R:M
12	Iris	150	4C		Iris-setosa:Iris-versicolor:Iris-virginica
13	Fertility	100	3C 6N		N:O
14	Postoperative	90	1C 7N		I:S:A
15	Lenses	24	4N		1:2:3