Comparison of Support Vector Machine and Artificial Neural Network Systems for Drug/Nondrug Classification.
Evgeny ByvatovUli FechnerJens SadowskiGisbert SchneiderPublished in: J. Chem. Inf. Comput. Sci. (2003)
Keyphrases
- support vector machine
- artificial neural networks
- classification systems
- support vector
- svm classifier
- classification method
- feature vectors
- support vector machine svm
- small sample
- generalization ability
- training data
- feature selection
- pattern recognition
- classification accuracy
- feature extraction
- classification algorithm
- automatic classification
- class labels
- machine learning
- neural network
- decision trees
- training set
- high classification accuracy
- multi class
- distributed systems
- complex systems
- image classification
- computer systems
- cross validation
- classification rules
- kernel methods
- model selection
- input variables
- classification scheme
- genetic algorithm
- multi layer perceptron
- decision boundary
- svm classification
- machine learning algorithms