Table 3.
Accuracy | Std Dev | Sensitivity | Std Dev | Specificity | Std Dev | |
---|---|---|---|---|---|---|
t-SNE with 99% of the variance | ||||||
Younger vs. Older | 88.2 | 5.3 | 85.6 | 11.0 | 89.6 | 7.2 |
PCA with top 2 components | ||||||
Younger vs. Older | 88.5 | 6.7 | 81.9 | 13.7 | 92.0 | 8.1 |
t-SNE with top 2 components | ||||||
Younger vs. Older | 88.9 | 6.6 | 83.1 | 13.7 | 92.0 | 8.1 |
Each measure is an average of over 100 permutations of the SVM training. The same permutations were used for all embedding methods. For both t-SNE classifications, each permutation is averaged across the 50 embedding replications as well.