Fuzzy Rough Based Feature Selection by Using Random Sampling.
Wang ZhenleiSuyun ZhaoYangming LiuHong ChenCuiping LiSun XiranPublished in: PRICAI (2018)
Keyphrases
- random sampling
- feature selection
- selective sampling
- active learning
- sampling algorithm
- sample size
- adaptive sampling
- sampling procedure
- text categorization
- random samples
- feature set
- text classification
- query by committee
- sampling methods
- random sample
- machine learning
- sliding window
- classification accuracy
- feature space
- support vector
- feature subset
- random projections
- support vector machine
- naive bayes
- model selection
- high dimensionality
- learning problems
- dimensionality reduction
- learning process
- high dimensional
- training data
- data sets