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

Table 7

Average AUCROC of OCCERP(500) and OCCERP(200) on various domain datasets presented in Table 2. Bold numbers indicate the best performance.

Dataset	OCCERP (200)	OCCERP (500)
MF	0.991	0.992
COV	0.852	0.883
DLR	0.978	0.991
Class-level-kc1-defectornot	0.758	0.801
kc2	0.827	0.827
kc1	0.791	0.807
cm1	0.757	0.787
Datatrieve	0.797	0.753
pc1	0.717	0.719
Class-level-kc1-defect-count-ranking	0.889	0.891