BioinformaticsbioRxivPreprint
Evaluation of Convolutionary Neural Networks Modeling of DNA Sequences using Ordinal versus one-hot Encoding Method
Allen Chieng Hoon Choong, Nung Kion Lee
This study compares ordinal and one-hot encoding methods for DNA sequence input in CNNs, finding ordinal encoding is faster and performs comparably or better in some cases.