Ensemble feature selection in high dimension, low sample size datasets: Parallel and serial combination approaches.
Chih-Fong TsaiYa-Ting SungPublished in: Knowl. Based Syst. (2020)
Keyphrases
- sample size
- high dimension
- small sample
- ensemble feature selection
- feature selection algorithms
- upper bound
- random sampling
- model selection
- worst case
- genetic search
- learning algorithm
- feature selection
- data analysis
- ensemble learning
- real valued
- input space
- machine learning
- artificial neural networks
- feature space
- ensemble methods
- high dimensional
- high dimensional data
- data mining
- genetic programming
- low dimensional
- nearest neighbor