Unity is Strength: Improving biomedical classification performance based on ensemble learning approaches.
Emily Chia-Yu SuUsman IqbalYu-Chuan (Jack) LiPublished in: Comput. Methods Programs Biomed. (2017)
Keyphrases
- ensemble learning
- generalization ability
- ensemble feature selection
- ensemble classifier
- ensemble methods
- machine learning methods
- weak learners
- support vector machine
- pattern recognition
- machine learning algorithms
- support vector
- support vector machine svm
- decision trees
- training samples
- classification accuracy
- learning algorithm
- binary classification problems
- feature selection
- decision stumps
- benchmark datasets
- individual classifiers
- classification models
- feature extraction
- data mining
- image classification
- base learners
- similarity measure
- artificial neural networks
- classification algorithm
- neural network
- text classification