An improved algorithm for neural network classification of imbalanced training sets.
Rangachari AnandKishan G. MehrotraChilukuri K. MohanSanjay RankaPublished in: IEEE Trans. Neural Networks (1993)
Keyphrases
- training set
- neural network
- classification accuracy
- pattern recognition
- learning vector quantization
- decision trees
- feature space
- supervised learning
- training samples
- classification algorithm
- svm classifier
- support vector machine svm
- artificial neural networks
- support vector machine
- back propagation
- generalization ability
- probabilistic neural network
- class distribution
- classification method
- decision boundary
- decision rules
- feature extraction
- feature selection
- machine learning
- base classifiers
- fuzzy logic
- training data
- nearest neighbour
- minority class