A rule-based ontological framework for the classification of molecules.
Despoina MagkaMarkus KrötzschIan HorrocksPublished in: J. Biomed. Semant. (2014)
Keyphrases
- ontological framework
- support vector
- pattern recognition
- decision trees
- feature extraction
- classification systems
- cross validation
- supervised learning
- classification accuracy
- machine learning
- data sets
- expert systems
- support vector machine
- class labels
- text classification
- pattern classification
- document classification
- supervised classification
- classification process
- support vector machine svm
- feature vectors
- training set
- svm classifier
- classification method
- machine learning methods
- object classification
- preprocessing
- training data
- feature selection
- model selection
- image classification
- automatic classification
- classification scheme
- databases