Surveying alignment-free features for Ortholog detection in related yeast proteomes by using supervised big data classifiers

The incorporation of alignment-free features in supervised big data models did not significantly improve ortholog detection in yeast proteomes regarding the classification qualities achieved with just alignment-based similarity measures.