A decision tree using CUDA GPUs.
Chun-Chieh ChiuGuo-Heng LuoShyan-Ming YuanPublished in: iiWAS (2011)
Keyphrases
- decision trees
- graphics processing units
- general purpose
- decision tree algorithm
- decision tree induction
- information gain
- parallel programming
- predictive accuracy
- parallel processing
- logistic regression
- computational power
- naive bayes
- machine learning
- classification models
- floating point
- training set
- graphics hardware
- decision tree learning
- ensemble methods
- random forest
- decision table
- feature construction
- classification rules
- machine learning algorithms
- training data
- data sets
- multivariate decision trees
- decision tree classifiers
- parallel architectures
- decision tree algorithms
- graphics processors
- graphics cards
- database
- parallel computation
- parallel computing
- parallel implementation
- decision rules
- structured data
- operating system
- information extraction
- bayesian networks
- real time