Parallel Traversal of Large Ensembles of Decision Trees.
Francesco LettichClaudio LuccheseFranco Maria NardiniSalvatore OrlandoRaffaele PeregoNicola TonellottoRossano VenturiniPublished in: IEEE Trans. Parallel Distributed Syst. (2019)
Keyphrases
- decision trees
- ensemble methods
- predictive accuracy
- machine learning algorithms
- parallel processing
- naive bayes
- random forests
- machine learning
- base classifiers
- decision tree induction
- random forest
- decision tree algorithm
- logistic regression
- data structure
- constructive induction
- parallel implementation
- training set
- data sets
- attribute selection
- decision tree learning
- decision tree classifiers
- decision tree ensembles
- parallel computation
- data mining methods
- decision rules
- training data
- data mining
- feature construction
- rule induction
- shared memory