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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 14
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Research Article
Capped
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Norm Proximal Support Vector Machine
Table 14
Classification results on 0 vs 6 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
92.06
97.58
97.74
92.14
69.06
93.06
98.49
99.00
(0.9)
B10
94.98
97.16
97.66
92.64
64.72
98.75
99.00
98.91 (0.9)
B20
89.97
96.74
96.83
91.65
61.90
98.33
96.91
98.25 (0.85)
B30
91.82
95.58
97.66
92.24
66.61
96.99
96.74
98.08
(0.85)
B40
94.13
95.22
96.90
92.71
73.76
96.9
96.06
98.08
(0.7)
Each bold value is the highest accuracy within each line.