Oblique Decision Tree Ensemble via Multisurface Proximal Support Vector Machine.
Le ZhangPonnuthurai N. SuganthanPublished in: IEEE Trans. Cybern. (2015)
Keyphrases
- decision trees
- support vector machine
- decision forest
- training set
- training data
- ensemble methods
- decision tree classifiers
- ensemble classifier
- random forest
- random forests
- base classifiers
- ensemble learning
- machine learning
- binary classification problems
- generalization ability
- feature selection
- svm classifier
- multi class
- decision boundary
- support vector machine svm
- decision tree induction
- predictive accuracy
- naive bayes
- logistic regression
- regression problems
- machine learning algorithms
- majority voting
- decision tree algorithm
- imbalanced data
- classification models
- neural network
- kernel methods
- support vector regression
- linear support vector machines
- svm classification
- support vector
- hyperplane
- decision tree learning
- high classification accuracy
- feature ranking
- classifier ensemble
- aerial images
- information gain
- radial basis function
- classification rules
- classification accuracy
- induction algorithms
- meta learning
- attribute selection
- pruning algorithm
- image classification