Capped -Norm Proximal Support Vector Machine

Table 13

Classification ranks on original and noise large-size UCI datasets.

Dataset	GEPSVM	L1-GEPSVM	IGEPSVM	PCC	L1-NPSVM	LpNPSVM	GLpNPSVM	CPSVM
	Rank	Rank	Rank	Rank	Rank	Rank	Rank	Rank
HTRU2	1/1/2/2	5/5/7/6	6/6/5/5	7/7/6/7	8/8/8/8	2/3/3/3	3/4/4/4	4/2/1/1
Page-blocks	1/4/3/3	3/2/2/2	6/6/6/6	7/7/7/7	8/8/8/8	5/5/5/5	2/3/4/4	4/1/1/1
Spanbas	6/6/6/6	5/5/5/5	2/1/1/2	7/7/7/7	8/8/8/8	4/4/3/4	3/3/4/3	1/2/2/1
Yeast	5/4/3/4	8/8/8/8	4/5/5/2	6/6/6/3	7/7/7/5	3/3/2/7	2/2/4/6	1/1/1/1
Occupancy	1/1/3/5	4/4/1/2	6/6/7/7	8/8/8/8	7/7/6/6	3/3/5/4	2/2/4/3	5/5/2/1
Titanic	2/5/1/1	3/2/6/5	5/7/3/2	8/6/8/3	7/8/7/7	4/1/2/8	1/4/4/6	6/3/5/4
Hypothyroid	3/3/4/7	4/7/7/4	8/8/5/5	5/4/6/6	6/5/8/8	1/2/1/1	2/1/3/2	7/6/2/3
Waveform	5/4/2/4	6/6/6/2	1/3/3/6	7/7/7/7	8/8/8/8	4/5/4/5	2/2/5/3	3/1/1/1
Two-norm	1/2/3/4	3/4/2/2	2/3/4/3	8/8/8/8	7/7/7/7	6/6/6/6	5/5/5/5	4/1/1/1
Average	2.8/3.3/	4.6/4.8/	4.4/5.0/	7.0/6.7/	7.3/7.3/	3.6/3.6/	2.4/2.9/	3.9/2.4/
	3.0/4.0	4.9/4.0	4.3/4.2	7/6.2	7.4/7.2	3.4/4.8	4.1/4.0	1.8/1.6