An Experimental Study about Simple Decision Trees for Bagging Ensemble on Datasets with Classification Noise.
Joaquín AbellánAndrés R. MasegosaPublished in: ECSQARU (2009)
Keyphrases
- decision trees
- ensemble methods
- random forest
- base classifiers
- random forests
- imbalanced data
- ensemble learning
- training set
- classification noise
- benchmark datasets
- training data
- machine learning algorithms
- machine learning
- naive bayes
- feature set
- base learners
- binary classification problems
- decision lists
- ensemble classifier
- classifier ensemble
- multi label
- prediction accuracy
- classification models
- text classification
- sample complexity