Smooth Component Analysis and MSE Decomposition for Ensemble Methods.
Ryszard SzupilukPiotr WojewnikTomasz ZabkowskiPublished in: KES-AMSTA (2012)
Keyphrases
- component analysis
- ensemble methods
- prediction accuracy
- decision trees
- random forests
- benchmark datasets
- machine learning methods
- blind source separation
- factor analysis
- base classifiers
- ensemble learning
- random forest
- base learners
- bootstrap sampling
- feature subset
- machine learning algorithms
- text mining
- pattern recognition
- feature extraction
- data mining