Optimisation and Evaluation of Random Forests for Imbalanced Datasets.
Julien ThomasPierre-Emmanuel JouveNicolas NicoloyannisPublished in: ISMIS (2006)
Keyphrases
- random forests
- imbalanced datasets
- ensemble methods
- random forest
- decision trees
- logistic regression
- cost sensitive learning
- imbalanced data
- machine learning algorithms
- prediction accuracy
- neural network
- class imbalance
- data mining
- bayesian networks
- ensemble learning
- regression trees
- genetic algorithm
- small number
- face recognition
- feature selection
- regression problems