Stochastic AUC Maximization with Deep Neural Networks.
Mingrui LiuZhuoning YuanYiming YingTianbao YangPublished in: CoRR (2019)
Keyphrases
- neural network
- pattern recognition
- probability estimation
- learning algorithm
- decision trees
- model selection
- feature selection
- receiver operating characteristic
- artificial neural networks
- back propagation
- hopfield neural network
- roc curve
- class distribution
- feed forward
- monte carlo
- fuzzy logic
- training set
- machine learning
- genetic algorithm
- error rate
- data sets
- stochastic nature
- classification accuracy
- cellular neural networks
- stochastic optimization
- stochastic model
- deep learning
- newly constructed
- misclassification rate
- objective function
- activation function
- support vector
- multilayer perceptron
- radial basis function
- knn