Binary Classification from Positive Data with Skewed Confidence.
Kazuhiko ShinodaHirotaka KajiMasashi SugiyamaPublished in: IJCAI (2020)
Keyphrases
- binary classification
- positive data
- grammatical inference
- multi class
- support vector
- cost sensitive
- positive and negative
- class distribution
- learning problems
- support vector machine
- multi label
- pattern languages
- class imbalance
- training data
- generalization error
- positive examples
- ensemble methods
- prediction accuracy
- noisy data
- data distribution
- accurate classification
- learning tasks
- active learning
- target concept
- machine learning algorithms
- data analysis
- classification accuracy