Infer global, predict local: Quantity-relevance trade-off in protein fitness predictions from sequence data.
Lorenzo PosaniFrancesca RizzatoRémi MonassonSimona CoccoPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- sequence data
- trade off
- sequence analysis
- nucleotide sequences
- regulatory elements
- sequence databases
- genome sequences
- sequence classification
- predicting protein
- subcellular localization
- genetic algorithm
- protein sequences
- protein secondary structure
- gene clusters
- amino acid sequences
- evolutionary algorithm
- biological sequences
- sequential data
- binding sites
- biological information
- secondary structure
- protein structure
- profile hidden markov models
- experimentally determined
- similarity search