Classification Models of Estrogen Receptor-B Ligands Based on PSO-Adaboost-SVM.
Zhengjun ChengYuntao ZhangPublished in: J. Convergence Inf. Technol. (2010)
Keyphrases
- classification models
- training data
- feature selection
- support vector
- ensemble classifier
- decision trees
- multi class
- particle swarm optimization pso
- particle swarm optimization
- support vector machine
- imbalanced data
- support vector machine svm
- multi class classification
- learning algorithm
- breast cancer
- feature ranking
- adaboost algorithm
- software quality classification
- kernel function
- models built
- feature set
- knn
- svm classifier
- base classifiers
- feature subset
- differential evolution
- genetic algorithm ga
- multi objective
- naive bayes
- machine learning
- optimization algorithm
- binary classification
- generalization ability
- training set
- ensemble methods
- training samples
- gene selection
- text categorization
- text classification
- loss function
- simulated annealing
- training process
- metaheuristic
- classification accuracy
- boosting algorithms
- face detection
- evolutionary algorithm
- search space
- k nearest neighbor
- genetic algorithm