Although it might sound intuitive that LDA is superior to PCA for a multi-class classification task this might not always the case: e.g. comparisons between classification accuracies for image recognition show that PCA tends to outperform LDA if the number of samples per class is relatively small.
Machine Learning A-Z
Thoughts and flashcards derived from Udemy’s course Machine Learning A-Z.