Combining SVM Classifiers Using Genetic Fuzzy Systems Based on AUC for Gene Expression Data Analysis.
Xiujuan ChenYichuan ZhaoYan-Qing ZhangRobert W. HarrisonPublished in: ISBRA (2007)
Keyphrases
- fuzzy systems
- svm classifier
- gene expression data analysis
- support vector machine
- support vector machine svm
- support vector
- gene expression
- training set
- fuzzy rules
- evolutionary computation
- neural network
- soft computing
- computational intelligence
- fuzzy model
- image classification
- gene expression data
- feature selection
- feature vectors
- gene expression analysis
- microarray
- genetic algorithm
- gene selection
- logistic regression
- classification accuracy
- rule base
- error rate
- semi supervised
- artificial neural networks
- kernel function
- fuzzy logic
- combining multiple
- association rules
- learning algorithm
- decision trees
- cluster ensemble
- pairwise
- feature subset
- evolutionary algorithm
- membership functions
- genetic programming