Table 15. Accuracy measures on a new independent dataset without PCA.
Race Group | Sample Size | Classification Algorithm (%) | |||
---|---|---|---|---|---|
BoW-LDA | BoW-QDA | BoW-SVM | BoW-RF | ||
African | 90 | 48.9 | 2.2 | 97.8 | 41.1 |
Asian | 90 | 62.2 | 98.9 | 0 | 0 |
Caucasian | 90 | 53.3 | 0 | 96.7 | 100 |