Ensembles of Decision Rules for Solving Binary Classification Problems in the Presence of Missing Values.
Jerzy BlaszczynskiKrzysztof DembczynskiWojciech KotlowskiRoman SlowinskiMarcin SzelagPublished in: RSCTC (2006)
Keyphrases
- decision rules
- binary classification problems
- decision trees
- rough sets
- multi class
- binary classification
- ensemble methods
- machine learning algorithms
- multiclass classification
- base learners
- classification error
- information gain
- prediction accuracy
- learning scheme
- class imbalance
- ensemble learning
- random forest
- data sets
- naive bayes
- text classification
- feature vectors
- pairwise
- feature selection
- genetic algorithm
- data mining
- neural network