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% |