Classification in high dimension with an Alternative Feature Augmentation via Nonparametrics and Selection (AFANS).
Youssef AnzarmouAbdallah MkhadriPublished in: Commun. Stat. Simul. Comput. (2024)
Keyphrases
- high dimension
- feature vectors
- real valued
- feature selection
- feature space
- small sample
- classification accuracy
- pattern recognition
- high dimensional
- feature set
- input space
- support vector machine
- text classification
- decision trees
- support vector machine svm
- neural network
- support vector
- cross validation
- high dimensional data
- training samples
- image classification
- training set
- sample size
- high dimensionality
- model selection
- feature extraction