Hierarchical classification of G-Protein-Coupled Receptors with data-driven selection of attributes and classifiers.
Andrew SeckerMatthew N. DaviesAlex Alves FreitasEdward ClarkJonathan TimmisDarren R. FlowerPublished in: Int. J. Data Min. Bioinform. (2010)
Keyphrases
- hierarchical classification
- data driven
- classification algorithm
- hierarchical structure
- feature selection
- machine learning algorithms
- text classification
- training data
- support vector
- decision trees
- naive bayes
- attribute values
- supervised learning
- multi class
- protein sequences
- classification systems
- irrelevant attributes
- databases
- feature set
- training set
- k nearest neighbor
- class labels
- reinforcement learning
- computer vision
- artificial intelligence
- information retrieval
- data sets
- hierarchical text classification