A novel ensemble of classifiers for microarray data classification.
Yuehui ChenYaou ZhaoPublished in: Appl. Soft Comput. (2008)
Keyphrases
- ensemble learning
- microarray data classification
- multiple classifiers
- ensemble classifier
- ensemble methods
- generalization ability
- training data
- classifier ensemble
- ensemble pruning
- base classifiers
- random forest
- majority voting
- training set
- prediction accuracy
- multiple classifier systems
- feature selection
- discriminant analysis
- data sets
- machine learning methods
- cancer diagnosis
- classification models
- benchmark datasets
- nearest neighbor
- knn
- learning algorithm
- neural network