MDP-Based Cost Sensitive Classification Using Decision Trees.
Shlomi MaliahGuy ShaniPublished in: AAAI (2018)
Keyphrases
- cost sensitive classification
- decision trees
- cost sensitive
- cost sensitive learning
- multi class
- naive bayes
- error rate
- misclassification costs
- optimal policy
- classification error
- probability estimation
- machine learning algorithms
- base classifiers
- state space
- decision rules
- utility function
- binary classification
- training data
- reinforcement learning
- expected cost
- machine learning
- ensemble methods
- training set
- rule induction
- multi class classification
- classification rules
- semi supervised
- classification accuracy