Quantitative Comparison of Catalytic Mechanisms and Overall Reactions in Convergently Evolved Enzymes: Implications for Classification of Enzyme Function.
Daniel E. AlmonacidEmmanuel R. YeraJohn B. O. MitchellPatricia C. BabbittPublished in: PLoS Comput. Biol. (2010)
Keyphrases
- support vector
- pattern recognition
- automatic classification
- feature selection
- classification method
- feature vectors
- machine learning
- classification scheme
- benchmark datasets
- support vector machine
- classification accuracy
- classification algorithm
- cross validation
- class labels
- pattern classification
- classification models
- text classification
- training set
- feature space
- confusion matrices
- quantitative and qualitative
- classification rules
- model selection
- classification systems
- machine learning methods
- machine learning algorithms
- support vector machine svm
- data sets
- feature set
- high dimensional
- training data
- learning algorithm
- neural network