Table 8. 5-fold CV accuracy measures on dataset 2.
Race Group | Sample Size | Classification Algorithm (%) | |||
---|---|---|---|---|---|
PCA-LDA | PCA-QDA | PCA-SVM | PCA-RF | ||
African | 90 | 86.55 | 85.13 | 88.41 | 87.96 |
Asian | 90 | 76.83 | 70.24 | 84.29 | 79.04 |
Caucasian | 90 | 91.32 | 82.15 | 94.37 | 93.85 |
Micro-accuracy | 88.08 | 83.92 | 91.93 | 89.88 | |
Macro-accuracy | 84.90 | 79.17 | 89.02 | 86.95 |