A Modified Artificial Neural Network Learning Algorithm for Imbalanced Data Set Problem.
Asrul AdamMohd Ibrahim ShapiaiZuwairie IbrahimMarzuki KhalidLim Chun ChewWen Jau LeeJunzo WatadaPublished in: CICSyN (2010)
Keyphrases
- artificial neural networks
- learning algorithm
- data sets
- back propagation
- training data
- machine learning algorithms
- benchmark data sets
- neural network
- learning rules
- active learning
- imbalanced data sets
- supervised learning
- real world
- training set
- machine learning
- reinforcement learning
- database
- rbf network
- training algorithm
- original data
- genetic algorithm
- test set
- test data
- machine learning methods
- learning tasks
- decision trees
- recurrent neural networks
- generalization error
- learning rate
- class distribution
- training examples
- training samples
- semi supervised learning
- imbalanced data
- input data