Ensemble of rankers for efficient gene signature extraction in smoke exposure classification.
Maurizio GiordanoKumar Parijat TripathiMario Rosario GuarracinoPublished in: BMC Bioinform. (2018)
Keyphrases
- classification models
- feature ranking
- pattern recognition
- neural network
- support vector
- classification accuracy
- machine learning
- final classification
- feature space
- feature vectors
- training set
- feature selection
- classification algorithm
- supervised learning
- decision tree classifiers
- support vector machine svm
- decision trees
- classification method
- learning algorithm
- generalization ability
- ensemble learning
- regression problems
- classifier ensemble
- multiple classifier systems
- multiple classifiers
- ensemble classification
- ensemble classifier
- classification rate
- automatic extraction
- gene expression
- training samples
- text classification
- information extraction