Oblique Decision Tree Ensemble via Twin Bounded SVM.
M. A. GanaieMuhammad TanveerPonnuthurai N. SuganthanPublished in: Expert Syst. Appl. (2020)
Keyphrases
- decision trees
- ensemble methods
- training set
- ensemble classifier
- decision forest
- decision tree classifiers
- random forest
- training data
- support vector machine svm
- support vector
- imbalanced data
- generalization ability
- random forests
- base classifiers
- logistic regression
- feature selection
- support vector machine
- ensemble learning
- binary classification problems
- naive bayes
- linear support vector machines
- fold cross validation
- decision tree induction
- bayes classifier
- binary classification
- neural network
- classification algorithm
- bayesian classifiers
- svm classifier
- majority voting
- knn
- base learners
- svm classification
- information gain
- feature ranking
- machine learning
- classifier ensemble
- multi class
- decision tree algorithm
- decision tree learning
- predictive accuracy
- machine learning algorithms
- induction algorithms
- classification method
- linear svm
- pruning algorithm
- feature space
- data sets
- regression problems
- text classifiers
- multi class classification
- prediction accuracy
- hyperplane
- feature vectors
- classification trees
- pattern recognition
- predictive model
- learning algorithm
- classification models