Extreme F-measure Maximization using Sparse Probability Estimates.
Kalina JasinskaKrzysztof DembczynskiRóbert Busa-FeketeKarlson PfannschmidtTimo KlerxEyke HüllermeierPublished in: ICML (2016)
Keyphrases
- probability estimates
- cost sensitive
- naive bayes
- probability estimation
- decision trees
- class membership probabilities
- posterior probability
- text classification
- misclassification costs
- precision and recall
- classification models
- probability density function
- empirical evidence
- high dimensional
- class distribution
- roc curve
- feature space
- machine learning