Accelerating Random Forest Classification on GPU and FPGA.
Milan ShahReece NeffHancheng WuMarco MinutoliAntonino TumeoMichela BecchiPublished in: ICPP (2022)
Keyphrases
- random forest
- decision trees
- fold cross validation
- feature set
- cancer classification
- random forests
- decision tree learning algorithms
- feature importance
- ensemble classifier
- ensemble methods
- text classification
- multi label
- base classifiers
- machine learning algorithms
- machine learning methods
- machine learning
- class labels
- classification accuracy
- support vector machine
- data mining
- support vector
- benchmark datasets
- svm classifier
- classification algorithm
- training samples
- higher order
- multi class
- naive bayes
- logistic regression
- artificial neural networks
- eeg signals
- training set
- support vector machine svm
- feature selection
- genetic algorithm
- rotation forest