Reinforcement Based Learning on Classification Task Could Yield Better Generalization and Adversarial Accuracy.
Shashi Kant GuptaPublished in: CoRR (2020)
Keyphrases
- classification accuracy
- supervised learning
- reinforcement learning
- learning process
- accuracy rate
- learning algorithm
- learning tasks
- data sets
- pattern recognition
- feature space
- predictive accuracy
- learning phase
- unsupervised learning
- neural network
- machine learning methods
- knowledge acquisition
- feature selection
- classification scheme
- efficient learning
- incremental learning
- discriminative learning
- labeled instances
- classification method
- machine learning algorithms
- naive bayes
- text classification
- computational cost
- active learning
- prior knowledge
- training set
- support vector