Hybrid feature ranking and classifier aggregation based on multi-criteria decision-making.
Xuetao WangQiang HeWanwei JianHaoyu MengBailin ZhangHuaizhi JinGeng YangLin ZhuLinjing WangXin ZhenPublished in: Expert Syst. Appl. (2024)
Keyphrases
- feature ranking
- multi criteria decision making
- aggregation operators
- feature selection
- support vector machine
- group decision making
- multi criteria
- high dimensionality
- analytic hierarchy process
- decision makers
- feature subset selection
- feature subset
- fuzzy set theory
- multi attribute
- text categorization
- multiple criteria
- gene selection
- decision making
- classification models
- fold cross validation
- support vector
- random forest
- machine learning
- intuitionistic fuzzy sets
- missing values
- logistic regression
- fuzzy sets
- feature set
- training data
- ensemble learning
- feature selection algorithms
- fuzzy numbers
- svm classifier
- kernel function
- image classification
- high dimensional
- pattern recognition
- bayesian networks
- microarray data