Dowker complex based machine learning (DCML) models for protein-ligand binding affinity prediction.
Xiang LiuHuitao FengJie WuKelin XiaPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- machine learning
- prediction model
- machine learning algorithms
- probabilistic model
- drug design
- complex systems
- prediction accuracy
- machine learning methods
- feature selection
- machine learning approaches
- model selection
- data mining
- predictive model
- machine learning models
- protein functional
- contact map
- models built
- protein interaction
- statistical methods
- high throughput
- text mining
- information extraction