Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees.
Francesco LettichClaudio LuccheseFranco Maria NardiniSalvatore OrlandoRaffaele PeregoNicola TonellottoRossano VenturiniPublished in: HPCS (2017)
Keyphrases
- regression trees
- random forests
- graphics processing units
- shared memory
- parallel programming
- parallel architectures
- regression model
- decision trees
- random forest
- regression problems
- linear regression
- ensemble methods
- parallel processing
- linear model
- conditional random fields
- predictive model
- parallel computing
- linear models
- logistic regression
- hidden markov models
- least squares
- machine learning algorithms
- learning rules
- information extraction
- support vector machine
- prediction accuracy
- feature selection