Coupled Least Squares Support Vector Ensemble Machines.
Dickson Keddy WornyoXiang-Jun ShenPublished in: Inf. (2019)
Keyphrases
- least squares
- support vector
- learning machines
- ensemble learning
- large margin classifiers
- ls svm
- regression problems
- feature selection
- generalization ability
- robust estimation
- linear regression
- ensemble methods
- classification accuracy
- cross validation
- support vector machine
- learning algorithm
- random forests
- random forest
- logistic regression
- neural network
- parameter estimation
- kernel function
- binary classification
- optical flow
- training set
- loss function
- hyperparameters
- training examples
- base classifiers
- svm classifier
- training data
- levenberg marquardt
- feature ranking
- pruning algorithm