Correct machine learning on protein sequences: a peer-reviewing perspective.
Ian WalshGianluca PollastriSilvio C. E. TosattoPublished in: Briefings Bioinform. (2016)
Keyphrases
- protein sequences
- computational biology
- machine learning
- protein classification
- biological sequences
- sequence analysis
- machine learning methods
- protein structure
- secondary structure
- amino acids
- protein structure and function
- protein function
- multiple sequence alignment
- molecular biology
- multiple alignment
- protein structural
- text classification
- amino acid composition
- genome sequences
- feature selection
- support vector machine
- protein structure prediction
- sequence databases
- sequence alignment
- decision trees
- natural language processing
- learning algorithm
- text mining
- statistical methods
- data mining