A Weight-Selection Strategy on Training Deep Neural Networks for Imbalanced Classification.
Antonio Sze-ToAndrew K. C. WongPublished in: ICIAR (2017)
Keyphrases
- selection strategy
- neural network
- training process
- pattern recognition
- selection strategies
- multi layer perceptron
- training set
- training samples
- sample selection
- training phase
- class imbalance
- support vector machine svm
- support vector machine
- training algorithm
- supervised learning
- classification accuracy
- artificial neural networks
- imbalanced datasets
- training dataset
- information retrieval
- text classification
- image classification
- decision trees
- genetic algorithm
- cost sensitive
- selection algorithm
- feature subset
- back propagation
- multi class
- feature vectors
- search space
- binary classification problems
- feature extraction
- imbalanced data sets