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Accurately Predicting Mutation-Caused Stability Changes from Protein Sequences Using Extreme Gradient Boosting.

Xuan LvJianwen ChenYutong LuZhiguang ChenNong XiaoYuedong Yang
Published in: J. Chem. Inf. Model. (2020)
Keyphrases
  • protein sequences
  • gradient boosting
  • loss function
  • secondary structure
  • protein structure
  • amino acids
  • genetic algorithm
  • imitation learning
  • machine learning
  • feature selection
  • rule learning