Ensemble learning algorithms for classification of mtDNA into haplogroups.
Carol WongYuran LiChih LeeChun-Hsi HuangPublished in: Briefings Bioinform. (2011)
Keyphrases
- learning algorithm
- machine learning algorithms
- machine learning
- supervised learning
- classification accuracy
- final classification
- training data
- training samples
- classification algorithm
- classification scheme
- text classification
- decision trees
- accurate classifiers
- classifier ensemble
- training set
- ensemble classifier
- pattern recognition
- class labels
- generalization ability
- classification method
- feature vectors
- majority voting
- ensemble learning
- neural network
- cross validation
- active learning
- feature space
- feature set
- support vector machine
- bias variance analysis
- learning tasks
- ensemble classification
- combining classifiers
- feature selection
- multiple classifiers
- weak learners
- regression problems
- classification systems
- learning scheme
- support vector
- class imbalance
- ensemble methods