A New Selection Measure for Classification Using Decision Trees.
B. ChandraGaurav SaxenaPublished in: J. Inf. Knowl. Manag. (2004)
Keyphrases
- decision trees
- machine learning
- predictive accuracy
- machine learning algorithms
- decision tree induction
- classification models
- pattern recognition
- classification accuracy
- classification scheme
- classification rules
- decision tree learning
- decision rules
- random forest
- selection criterion
- classification systems
- training data
- attribute selection
- rule induction
- automatic classification
- feature construction
- pattern classification
- decision tree induction algorithm
- logistic regression
- data sets
- class labels
- benchmark datasets
- text classification
- image classification
- supervised learning
- neural network
- classification method
- feature selection
- decision tree algorithm
- constructive induction
- face recognition
- similarity measure
- support vector
- training set
- nearest neighbor
- training samples
- naive bayes
- data mining methods
- machine learning methods