Deep MLPs for Imbalanced Classification.
David Díaz-VicoAníbal R. Figueiras-VidalJosé R. DorronsoroPublished in: IJCNN (2018)
Keyphrases
- class imbalance
- machine learning
- support vector machine svm
- support vector machine
- classification accuracy
- imbalanced data sets
- automatic classification
- text classification
- decision trees
- pattern recognition
- training set
- feature extraction
- feature vectors
- multi layer perceptron
- classification process
- support vector
- supervised learning
- classification algorithm
- feature space
- classification systems
- neural network
- classification scheme
- binary classification problems
- imbalanced datasets
- cost sensitive learning
- training dataset
- data sets
- class distribution
- multilayer perceptron
- pattern classification
- decision rules
- class labels
- unsupervised learning
- feature set
- multi class