Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples.
Henry JoutsijokiMarkku SiermalaMartti JuholaPublished in: Artif. Intell. Rev. (2015)
Keyphrases
- support vector
- directed acyclic graph
- classification accuracy
- learning machines
- support vector machine
- large margin classifiers
- generalization ability
- cross validation
- feature selection
- svm classifier
- data sets
- training set
- training examples
- training samples
- image classification
- kernel function
- transitive closure
- decision trees
- support vectors
- kernel methods
- directed graph
- feature vectors
- machine learning
- bayesian network structure
- svm classification
- multi class classification
- hyperplane
- radial basis function
- logistic regression
- support vector machine svm
- binary classification
- experimental data
- decision rules
- active learning
- supervised learning
- equivalence class
- class labels