Chemical Hazard Estimation and Method Comparison with OWL-Encoded Toxicity Decision Trees.
Leonid L. ChepelevDana KlassenMichel DumontierPublished in: OWLED (2011)
Keyphrases
- decision trees
- computational cost
- detection method
- high precision
- cost function
- estimation accuracy
- segmentation method
- classification accuracy
- computationally efficient
- support vector machine
- knowledge representation
- decision tree algorithm
- decision rules
- synthetic data
- clustering method
- machine learning
- experimental evaluation
- significant improvement
- pairwise
- knowledge base
- feature set
- parameter estimation
- prior knowledge
- objective function
- similarity measure
- density estimation
- feature extraction