Prediction of Chemical Acute Oral Toxicity Using Multi-Classification Methods.
Xiao LiLei ChenFeixiong ChengZengrui WuHanping BianCongying XuWeihua LiGuixia LiuXu ShenYun TangPublished in: J. Chem. Inf. Model. (2014)
Keyphrases
- classification systems
- machine learning methods
- cross validation
- neural networks and support vector machines
- classification method
- preprocessing
- neural network
- robust classification
- computational cost
- pattern classification
- accurate classification
- predictive model
- machine learning
- benchmark data sets
- pattern recognition
- classification accuracy
- decision trees
- classification scheme
- feature extraction
- support vector
- significant improvement
- classification decisions
- training set