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Journal of Spectroscopy
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Journal of Spectroscopy
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2020
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Article
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Tab 2
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Research Article
Exploratory Study on Screening Chronic Renal Failure Based on Fourier Transform Infrared Spectroscopy and a Support Vector Machine Algorithm
Table 2
Performance of PSO-SVM, GS-SVM, DA, ELM, and LVQ.
Algorithm
Sensitivity (%)
Specificity (%)
Accuracy (%)
PSO-SVM
87.50
100
93.94
GS-SVM
93.75
100
96.97
DA
87.50
94.12
90.91
ELM
63.75
90.59
77.58
LVQ
36.25
97.65
67.88