Feature selection in a neighborhood decision information system with application to single cell RNA data classification.
Jie ZhangGangqiang ZhangZhaowen LiLiangdong QuChing-Feng WenPublished in: Appl. Soft Comput. (2021)
Keyphrases
- feature selection
- data collection
- data analysis
- data sets
- information systems
- classification accuracy
- database
- training data
- text classification
- data reduction
- feature extraction
- machine learning
- feature subset
- decision rules
- model selection
- irrelevant features
- multi class
- data sources
- data structure
- decision trees
- data mining techniques
- support vector machine
- training samples
- high dimensionality
- microarray data
- feature space
- gene expression profiles
- selecting relevant features