Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy.
Qing YuKiyoharu AizawaPublished in: CoRR (2019)
Keyphrases
- automatic detection
- false negative
- semi supervised
- classification process
- learning algorithm
- false positives
- detection method
- supervised learning
- support vector machine classifier
- classifier systems
- unsupervised learning
- decision trees
- detection algorithm
- multiple classifiers
- classification rate
- false alarms
- training data
- data sets
- supervised training
- linear classifiers
- supervised classification
- anomaly detection
- feature set
- svm classifier
- random variables
- class labels
- training samples
- multi class
- spam detection
- support vector machine
- active learning
- feature selection