Local Disordered Region Sampling (LDRS) for ensemble modeling of proteins with experimentally undetermined or low confidence prediction segments.
Zi Hao LiuJoão M. C. TeixeiraOufan ZhangThomas E. TsangarisJie LiClaudiu C. GradinaruTeresa Head-GordonJulie D. Forman-KayPublished in: Bioinform. (2023)
Keyphrases
- prediction accuracy
- subcellular localization
- neural network ensemble
- protein structure prediction
- sample size
- prediction model
- ensemble methods
- neural network
- predictive modeling
- protein sequences
- amino acids
- classifier ensemble
- homogeneous regions
- ensemble learning
- prediction error
- protein secondary structure
- ensemble classifier
- experimentally determined
- imbalanced data
- confidence level
- confidence measure
- monte carlo
- model selection
- feature selection