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