Cost Sensitive Learning in the Presence of Symmetric Label Noise.
Sandhya TripathiNandyala HemachandraPublished in: PAKDD (1) (2019)
Keyphrases
- cost sensitive learning
- label noise
- active learning
- cost sensitive
- class imbalance
- misclassification costs
- probability estimation
- missing values
- training data
- class distribution
- decision trees
- machine learning
- data sets
- binary classification
- supervised learning
- rule extraction
- feature selection
- total cost
- markov random field
- learning algorithm
- noise tolerant