Benchmarking Ensemble Classifiers with Novel Co-Trained Kernal Ridge Regression and Random Vector Functional Link Ensembles [Research Frontier].
Le ZhangPonnuthurai Nagaratnam SuganthanPublished in: IEEE Comput. Intell. Mag. (2017)
Keyphrases
- ensemble classifier
- ridge regression
- support vector machine
- svm classifier
- ensemble learning
- training set
- ensemble methods
- base classifiers
- linear regression
- ls svm
- classifier ensemble
- multi class
- support vector machine svm
- concept drift
- feature selection
- support vector
- random forest
- regression methods
- k nearest neighbor
- machine learning
- decision trees
- least squares
- neural network
- classification models
- prediction accuracy
- generalization ability
- pairwise
- weak classifiers
- fusion method
- data streams
- training data