10 Fold Cross Validation Accuracy On Gene-by-Gene Transformation using Linear Discriminant Analysis.

The results of 10-fold cross-validation on the dataset using gene-by-gene affinity matrices for PCA and Isomap. The a priori manifold learning method clearly outperforms the other two. We have emphasised in bold the cases which a priori manifold learning outperforms the rest of the methods.