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. 2017 Jan 4;2017:7961494. doi: 10.1155/2017/7961494

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