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. 2022 Feb 18;17(2):e0263790. doi: 10.1371/journal.pone.0263790

Table 7. Confusion matrix table of the PCA-SVM test performed on the dataset without PCA and 5-fold CV.

True Race Group Sample Size Predicted Race Group (%)
African Asian Caucasian
African 90 86.42 5.16 8.42
Asian 90 3.60 73.89 22.51
Caucasian 90 2.65 5.87 91.48
Micro-accuracy 87.95%
Macro-accuracy 83.93%