ECOD domain classification of 48 whole proteomes from AlphaFold Structure Database using DPAM2.
R. Dustin SchaefferJing ZhangKirill E. MedvedevLisa N. KinchQian CongNick V. GrishinPublished in: PLoS Comput. Biol. (2024)
Keyphrases
- database
- databases
- classification accuracy
- relational databases
- pattern classification
- decision trees
- database systems
- support vector
- pattern recognition
- classification models
- preprocessing
- automatic classification
- data sets
- svm classifier
- classification scheme
- classification systems
- image classification
- metadata
- domain independent
- classification algorithm
- database management systems
- text classification
- supervised learning
- support vector machine
- feature vectors
- machine learning
- feature space
- feature selection
- classification rate
- classification process
- hierarchical structure
- classification method
- decision rules
- class labels
- support vector machine svm
- data management
- social networks