Different Ways of Weakening Decision Trees and Their Impact on Classification Accuracy of DT Combination.
Patrice LatinneOlivier DebeirChristine DecaesteckerPublished in: Multiple Classifier Systems (2000)
Keyphrases
- decision trees
- classification accuracy
- naive bayes
- training set
- training data
- feature selection
- multiple classifier systems
- decision tree induction
- predictive accuracy
- feature space
- logistic regression
- machine learning
- decision tree learning
- classification algorithm
- decision tree algorithm
- support vector
- combining multiple
- high impact
- combining classifiers
- data sets
- improvement in classification accuracy
- rule sets
- benchmark datasets
- feature set
- multi class
- information systems