Carcinogenicity prediction of noncongeneric chemicals by augmented top priority fragment classification.
Mosé CasalegnoGuido SelloPublished in: Comput. Biol. Chem. (2016)
Keyphrases
- pattern recognition
- classification accuracy
- classification method
- automatic classification
- prediction accuracy
- object classification
- nearest neighbour algorithm
- pattern classification
- neural networks and support vector machines
- target variable
- supervised learning
- text classification
- preprocessing
- feature extraction
- decision trees
- feature selection
- machine learning
- classification rules
- classification systems
- classification scheme
- machine learning methods
- class labels
- classification algorithm
- training samples
- feature space
- decision rules
- cross validation
- benchmark datasets
- machine learning algorithms
- support vector machine svm
- supervised classification
- feature vectors
- classification process
- rule induction
- predictive modeling
- association rules
- learning algorithm