A fuzzy rough granular ensemble learning based on the feature selection with chi-square1.
Xianyu HouYumin ChenKeshou WuYing ZhouJunwen LuXuan WengPublished in: J. Intell. Fuzzy Syst. (2024)
Keyphrases
- ensemble learning
- chi square
- feature selection
- information gain
- mutual information
- logistic regression
- text categorization
- generalization ability
- ensemble methods
- decision trees
- random forest
- correlation coefficient
- multi class
- naive bayes
- base classifiers
- classification accuracy
- feature subset
- text classification
- support vector
- feature space
- concept drift
- term frequency
- model selection
- feature set
- machine learning
- k nearest neighbor
- dimensionality reduction
- prior knowledge
- confidence intervals
- feature extraction
- neural network
- nearest neighbor
- query processing
- similarity measure