Distinguishing Two Probability Ensembles with One Sample from each Ensemble.
Luis Filipe Coelho AntunesHarry BuhrmanArmando MatosAndré SoutoAndreia TeixeiraPublished in: Theory Comput. Syst. (2016)
Keyphrases
- ensemble methods
- ensemble learning
- neural network ensemble
- random forests
- classifier ensemble
- ensemble members
- ensemble selection
- base classifiers
- weighted voting
- random sample
- ensemble classifier
- imbalanced data
- prediction accuracy
- decision trees
- ensemble feature selection
- majority voting
- tree ensembles
- neural network
- decision tree ensembles
- probability distribution
- generalization ability
- random forest
- multiple classifiers
- multiple classifier systems
- sample size
- benchmark datasets
- multi class
- training set
- learning algorithm
- probability theory
- base learners
- conditional probabilities
- machine learning methods
- feature selection