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BioMed Research International
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2017
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Article
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Tab 3
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Research Article
Diagnostic Method of Diabetes Based on Support Vector Machine and Tongue Images
Table 3
Specificity, sensitivity, and AUC of SVM classification before and after data processing.
Datasets
Specificity (%)
Sensitivity (%)
AUC
Raw data
81.05
75.21
0.8773
Normalized data
82.80
75.63
0.9065
Normalized data with PCA
83.16
76.92
0.9037