On the Interpretability of Conditional Probability Estimates in the Agnostic Setting.
Yihan GaoAditya G. ParameswaranJian PengPublished in: AISTATS (2017)
Keyphrases
- probability estimates
- cost sensitive
- probability estimation
- decision trees
- naive bayes
- empirical evidence
- class membership probabilities
- classification models
- posterior probability
- misclassification costs
- active learning
- probability density function
- training examples
- mixture model
- small number
- roc curve
- binary classifiers
- multi class
- data sets