Accurate and Fast Prediction of Intrinsically Disordered Protein by Multiple Protein Language Models and Ensemble Learning.
Shijie XuAkira OnodaPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- language model
- ensemble learning
- experimentally determined
- protein sequences
- amino acids
- protein structure prediction
- protein structure
- protein function
- amino acid sequences
- probabilistic model
- predicting protein
- generalization ability
- intrinsically disordered
- ensemble methods
- information retrieval
- protein interaction
- prediction accuracy
- unlabeled data
- semi supervised learning
- data mining
- secondary structure
- protein protein interactions
- pattern recognition
- decision trees
- disordered regions