Integrating boosting and stochastic attribute selection committees for further improving the performance of decision tree learning.
Zijian ZhengGeoffrey I. WebbKai Ming TingPublished in: ICTAI (1998)
Keyphrases
- attribute selection
- decision tree learning
- decision tree induction
- decision trees
- ensemble methods
- information gain
- feature selection
- constructive induction
- base classifiers
- learning algorithm
- naive bayes
- cross validation
- machine learning
- data mining methods
- classification models
- text categorization
- mutual information
- random forests
- training data
- data mining
- machine learning algorithms
- meta learning
- training set
- case study