Revisiting Discriminative vs. Generative Classifiers: Theory and Implications.
Chenyu ZhengGuoqiang WuFan BaoYue CaoChongxuan LiJun ZhuPublished in: CoRR (2023)
Keyphrases
- classifier combination
- discriminative learning
- generative model
- unsupervised learning
- feature selection
- bayesian network classifiers
- theoretical framework
- naive bayes models
- discriminative classifiers
- semi supervised
- feature extraction
- naive bayes
- discriminative features
- active learning
- training set
- discriminative information
- training data
- discriminative training
- learning algorithm