Structure-Based Classification of Antibacterial Activity.
Mark T. D. CroninAynur O. AptulaJohn C. DeardenJudith C. DuffyTatiana I. NetzevaHiren PatelPhilip H. RoweT. Wayne SchultzAndrew P. WorthKonstantinos VoutzoulidisGerrit SchüürmannPublished in: J. Chem. Inf. Comput. Sci. (2002)
Keyphrases
- pattern recognition
- support vector
- automatic classification
- classification accuracy
- training set
- benchmark datasets
- text classification
- support vector machine
- pattern classification
- preprocessing
- feature extraction
- image classification
- classification systems
- classification method
- machine learning
- classification process
- supervised classification
- structural information
- machine learning methods
- nearest neighbor
- decision trees
- genetic algorithm
- training samples
- microarray
- model selection
- supervised learning
- classification rules
- network structure
- feature vectors
- training data
- classification scheme
- feature selection