A Clone Selection Based Real-Valued Negative Selection Algorithm

Table 4

Experimental parameters.

Data sets	Number of records	Dimension	Type	Self set	Non-self set	Training set and its size	Testing set and its size
Haberman’s Survival	306	3	Integer	Survived: 225	Died: 81	Survived: 150	Survived: 50; Died: 50
Abalone	4177	8	Real, integer	M: 1528	F: 1307; I: 1342	M: 1000	M: 500; F: 500; I: 500
BCW1	683	9	Integer	Benign: 444	Malignant: 239	Benign: 200	Benign: 150; Malignant: 150
BCW2	569	30	Real	Benign: 357	Malignant: 212	Benign: 200	Benign: 150 Malignant: 150