Bagging-like metric learning for support vector regression.
Peng-Cheng ZouJiandong WangSongcan ChenHaiyan ChenPublished in: Knowl. Based Syst. (2014)
Keyphrases
- support vector regression
- metric learning
- distance metric
- ensemble methods
- distance metric learning
- decision trees
- random forest
- learning tasks
- pairwise
- semi supervised
- support vector
- multi task
- random forests
- dimensionality reduction
- kernel function
- regression model
- hybrid model
- feature space
- distance function
- support vector machine
- support vector classification
- machine learning
- learning machines
- kernel matrix
- learning algorithm
- support vector machine svm
- training set
- mahalanobis metric
- high dimensional data
- kernel methods
- euclidean distance
- generalization error
- semi supervised learning
- text mining
- supervised learning
- multi class
- pattern recognition