Novel Cost-Sensitive Approach to Improve the Multilayer Perceptron Performance on Imbalanced Data.
Cristiano Leite CastroAntônio de Pádua BragaPublished in: IEEE Trans. Neural Networks Learn. Syst. (2013)
Keyphrases
- cost sensitive
- multilayer perceptron
- class distribution
- imbalanced data
- class imbalance
- misclassification costs
- neural network
- multi class
- cost sensitive learning
- artificial neural networks
- back propagation
- radial basis function
- active learning
- cost sensitive boosting
- naive bayes
- neural network model
- support vector machine
- sampling methods
- feature selection
- knn
- feature extraction
- genetic algorithm