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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 16
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Research Article
Capped
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Norm Proximal Support Vector Machine
Table 16
Classification results on 6 vs 9 data with black block noise.
Dataset
GEPSVM
L1-GEPSVM
IGEPSVM
PCC
L1-NPSVM
LpNPSVM
GLpNPSVM
CPSVM
Acc
Acc
Acc
Acc
Acc
Acc
Acc
Acc
Ori
92.69
94.15
97.21
82.05
65.29
98.01
98.27
98.01 (0.95)
B10
92.15
93.93
97.61
78.19
86.84
97.87
97.21
98.54
(0.85)
B20
84.74
93.43
96.45
78.95
81.97
95.92
96.84
97.24
(0.85)
B30
93.04
93.27
97.11
76.77
90.42
96.06
96.72
97.24
(0.7)
B40
93.47
93.04
96.48
79.77
66.84
95.30
96.34
97.24
(0.7)
Each bold value is the highest accuracy within each line.