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

Table 6. Comparison of 5-fold CV accuracy measures on the dataset.

Race Group Sample Size Classification Algorithm (%)
PCA-LDA PCA-QDA PCA-SVM PCA-RF
African 90 88.15 85.43 88.58 88.35
Asian 90 76.85 70.20 83.33 79.23
Caucasian 90 91.56 82.76 94.35 93.87
Micro-accuracy 88.74 84.64 91.66 90.08
Macro-accuracy 85.52 79.46 88.75 87.15