One-Class Classification by Ensembles of Random Planes (OCCERPs)

Table 1

Information on the datasets that were taken from [28, 29]. The datasets presented before the separating line in the table are taken from [28] whereas the datasets presented after the separating line are taken from [29].

Dataset	Number of features	Number of data points in negative class	Number of data points of positive class
Pima	8	500	268
segment0	19	1979	329
yeast1	8	1055	429
yeast3	8	1321	163
yeast4	8	1433	51
Winequality-red-4	11	1546	53
Winequality-red-8_vs_6	11	638	18
Winequality-white-3_vs_7	11	880	20
Aloi-unsupervised	27	48492	1508
Annthyroid-unsupervised	21	6666	250
Breast-cancer-unsupervised	30	357	10
Letter-unsupervised	32	1500	100
Satellite-unsupervised	36	5025	75
Shuttle-unsupervised	9	45586	878
Speech-unsupervised	400	3625	61
Pen-local-unsupervised	16	6714	10
Pen-global-unsupervised	16	719	90