Maximum Projection Distance Classifier for High Dimension and Low Sample Size Problems.
Zhiwang ZhangJing HeJie CaoShuqing LiYimu JiGang QianXingsen LiKai ZhangPingjiang WangPublished in: WI/IAT (Workshop/Special Session) (2021)
Keyphrases
- sample size
- small sample
- high dimension
- small sample size
- upper bound
- real valued
- feature selection
- model selection
- feature space
- random sampling
- high dimensional
- support vector machine
- statistical power
- high dimensionality
- variance reduction
- ls svm
- machine learning
- statistical hypothesis testing
- input space
- text classification
- learning algorithm