Cost-Sensitive Learning with Noisy Labels.
Nagarajan NatarajanInderjit S. DhillonPradeep RavikumarAmbuj TewariPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- cost sensitive learning
- cost sensitive
- misclassification costs
- probability estimation
- class imbalance
- active learning
- missing values
- training examples
- class distribution
- training set
- training data
- multi label
- rule extraction
- decision trees
- binary classification
- pairwise
- multi class
- support vector machine
- missing data
- neural network
- machine learning
- class labels
- data sets
- text classification
- rough sets
- small number