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Representing DNA for machine learning algorithms: A primer on one-hot, binary, and integer encodings

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This short paper presents an educational approach to teaching three popular methods for encoding DNA sequences: one-hot encoding, binary encoding, and integer encoding. Aimed at bioinformatics and computational biology students, our learning intervention focus... ...