An Empirical Study on Class Probability Estimates in Decision Tree Learning.
Liangxiao JiangChaoqun LiPublished in: J. Softw. (2011)
Keyphrases
- decision tree learning
- class probability estimates
- class probabilities
- decision trees
- accurate classification
- probability estimates
- constructive induction
- naive bayes
- multi class
- attribute values
- ensemble methods
- decision tree induction
- meta learning
- misclassification costs
- classification accuracy
- random forests
- cost sensitive
- class distribution
- data points
- classification algorithm
- logistic regression
- learning algorithm
- concept learning
- information gain
- bayesian networks