An Ensemble Classification Method for High-Dimensional Data Using Neighborhood Rough Set.
Jing ZhangGuang LuJiaquan LiChuanwen LiPublished in: Complex. (2021)
Keyphrases
- classification method
- high dimensional data
- rough sets
- data analysis
- nearest neighbor
- rough set theory
- k nearest neighbor
- knn
- dimensionality reduction
- low dimensional
- data sets
- high dimensional
- text classification
- data points
- support vector machine
- ensemble methods
- high dimensionality
- decision rules
- similarity search
- support vector machine svm
- linear discriminant analysis
- neural network
- classification algorithm
- training data
- data mining
- clustering algorithm
- pattern recognition
- missing values
- training set
- base classifiers
- principal component analysis
- fuzzy logic
- query processing
- feature space
- feature selection
- real world
- genetic programming
- database
- artificial intelligence
- random forest
- selected features