A Real-Valued Negative Selection Algorithm Based on Grid for Anomaly Detection

Table 4

Experimental parameters of UCI datasets.

Datasets	Record numbers	Properties	Types	Self sets	Nonself sets	Training set and its size	Test set and its size
Iris	150	4	Real	Setosa: 50	Versicolour: 50; Virginica: 50	Setosa: 25	Setosa: 25; Versicolour: 25; Virginica: 25
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