Automated compound classification using a chemical ontology.
Claudia BobachTimo BöhmeUlf LaubeAnett PüschelLutz WeberPublished in: J. Cheminformatics (2012)
Keyphrases
- automated classification
- classification accuracy
- pattern recognition
- decision trees
- support vector machine
- classification algorithm
- image classification
- domain knowledge
- classification models
- support vector
- feature extraction
- automatic classification
- pattern classification
- classification method
- classification scheme
- unsupervised learning
- classification process
- text classification
- data mining
- feature selection
- neural network
- semi automated
- training samples
- machine learning algorithms
- decision rules
- knowledge base
- supervised learning
- preprocessing
- machine learning methods
- classification systems
- high dimensional
- computer aided
- feature vectors
- active learning
- class labels
- benchmark datasets
- knowledge representation
- data sets