Classification of Cytochrome P450 Inhibitors and Noninhibitors Using Combined Classifiers.
Feixiong ChengYue YuJie ShenLei YangWeihua LiGuixia LiuPhilip W. LeeYun TangPublished in: J. Chem. Inf. Model. (2011)
Keyphrases
- classification systems
- classification method
- classification algorithm
- support vector
- classification rate
- classification models
- decision trees
- supervised classification
- accurate classification
- classification accuracy
- classification process
- class labels
- training set
- training samples
- k nearest neighbour
- optimum path forest
- machine learning algorithms
- rule based classifier
- nearest neighbor classifier
- multiple classifiers
- classifier combination
- multi category
- classification decisions
- improves the classification accuracy
- feature selection
- classification scheme
- machine learning
- machine learning methods
- svm classifier
- classification schemes
- associative classifiers
- training data
- support vector machine
- bayesian classifier
- final classification
- individual classifiers
- feature set
- higher classification accuracy
- multiclass classification
- binary classifiers
- support vector machine svm
- classification procedure
- discriminant functions
- combining classifiers
- pattern recognition
- feature extraction
- multiple classifier systems
- accurate classifiers
- extracted features
- supervised learning
- image classification
- majority voting
- text classification
- nearest neighbour
- decision boundary
- decision tree classifiers
- discriminative classifiers
- correctly classified
- imbalanced data sets
- feature space
- classifier ensemble
- probabilistic classifiers
- ensemble learning