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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
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2022
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Article
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Tab 18
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Research Article
Capped
-
Norm Proximal Support Vector Machine
Table 18
Classification results on 0 vs 9 data with Gaussian block noise.
Dataset
GEPSVM
L1-GEPSVM
IGEPSVM
PCC
L1-NPSVM
LpNPSVM
GLpNPSVM
CPSVM
Acc
Acc
Acc
Acc
Acc
Acc
Acc
Acc
Ori
99.24
98.16
98.57
96.98
87.32
99.50
99.66
99.50 (1)
G10
98.66
98.33
98.49
96.89
76.66
99.24
99.58
99.50 (0.9)
G20
98.82
98.16
98.40
96.89
91.02
98.99
98.15
99.41
(0.85)
G30
98.32
98.16
98.32
96.81
64.82
98.74
98.24
99.16
(0.75)
G40
98.32
98.08
98.40
96.81
84.05
98.15
98.32
99.16
(0.75)