On Cost and Uncertainty of Decision Trees.
Igor ChikalovShahid HussainMikhail MoshkovPublished in: RSCTC (2012)
Keyphrases
- decision trees
- decision tree induction
- total cost
- training data
- machine learning
- uncertain information
- cost sensitive learning
- machine learning algorithms
- high cost
- data sets
- belief functions
- random forest
- minimum cost
- classification models
- decision theory
- base classifiers
- uncertain data
- predictive accuracy
- rule sets
- naive bayes
- data mining