Table 2 Confusion table of the PCA-SVM test results on the trimmed published dataset
True Ethnicity | # Samples | Predicted Ethnicity | |||
|---|---|---|---|---|---|
Caucasian | Asian | African | Hispanic | ||
Caucasian | 1956 | 92.59 | 5.47 | 1.53 | 0.41 |
Asian | 450 | 25.78 | 67.78 | 3.11 | 3.33 |
African | 134 | 5.22 | 3.73 | 87.31 | 3.73 |
Micro-Accuracy: 87.91% | |||||
Macro-Accuracy: 82.56% | |||||