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 |