Flexible high-dimensional classification machines and their asymptotic properties.
Xingye QiaoLingsong ZhangPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- high dimensional
- asymptotic properties
- feature space
- image classification
- feature selection
- high dimensionality
- decision trees
- pattern recognition
- machine learning
- classification accuracy
- support vector machine
- text classification
- automatic classification
- dimensionality reduction
- classification scheme
- model selection
- similarity search
- support vector machine svm
- fixed point
- training samples
- dimension reduction
- pattern classification
- classification models
- classification algorithm
- cross validation
- post processing
- feature extraction
- semi supervised
- feature vectors
- reinforcement learning
- support vector