SCOPe: improvements to the structural classification of proteins - extended database to facilitate variant interpretation and machine learning.
John-Marc ChandoniaLindsey GuanShiangyi LinChanghua YuNaomi K. FoxSteven E. BrennerPublished in: Nucleic Acids Res. (2022)
Keyphrases
- machine learning
- database
- machine learning methods
- pattern recognition
- databases
- decision trees
- supervised machine learning
- support vector machine
- feature selection
- text classification
- machine learning algorithms
- classification accuracy
- protein classification
- machine learning approaches
- supervised learning
- relational databases
- classification method
- feature vectors
- model selection
- database systems
- learning algorithm
- protein sequences
- image classification
- supervised classification
- classification models
- unsupervised learning
- feature space
- neural network
- inductive logic programming
- structural information
- text mining
- active learning
- sequence databases
- experimentally determined