Random Research highlight: Near Perfect Protein Classification
with Neural Networks: Artificial neural networks (ANNs) have
gained a well-deserved popularity among machine learning tools upon
their recent successful applications in image- and sound processing
and classification problems. ANNs are also applied for predicting
the family or function of a protein, knowing only its residue
sequence. We present two new ANNs with multi-label classification
ability, showing impressive accuracy when classifying protein
sequences into 698 UniProt families (AUC=99.99%) and 983 Gene
Ontology classes (AUC=99.45%). Bioinformatics 2018 and Methods
(2017) .