Random Forests for Generating Partially Synthetic, Categorical Data.
Gregory CaiolaJerome P. ReiterPublished in: Trans. Data Priv. (2010)
Keyphrases
- random forests
- categorical data
- cluster analysis
- random forest
- decision trees
- numerical data
- parameter free
- logistic regression
- ensemble methods
- machine learning algorithms
- attribute values
- tree ensembles
- decision tree ensembles
- regression trees
- hierarchical latent class models
- randomized trees
- multi class
- learning algorithm
- distance based outlier detection
- machine learning
- prediction accuracy
- support vector machine
- feature extraction
- information retrieval
- databases