A genetic programming method for classifier construction and cost learning in high-dimensional unbalanced classification.
Wenbin PeiBing XueLin ShangMengjie ZhangPublished in: GECCO Companion (2020)
Keyphrases
- classification method
- genetic programming
- training samples
- support vector machine
- support vector machine svm
- classification algorithm
- training process
- classification process
- classification rate
- classification accuracy
- supervised learning
- feature set
- high dimensional
- classification scheme
- multi class classifier
- support vector
- bayesian classifier
- learning algorithm
- pattern classification
- feature space
- unsupervised learning
- bayes rule
- feature vectors
- training set
- svm classifier
- machine learning
- roc curve
- decision trees
- decision tree classifiers
- learning phase
- naive bayes classifier
- histogram intersection kernel
- active learning framework
- multiple classifiers
- discriminative learning
- cost sensitive learning
- classifier ensemble
- feature selection
- classification models
- image classification
- low dimensional
- cross validation