An acceleration of a random forest classification using Altera SDK for OpenCL.
Hiroki NakaharaAkira JingujiTomonori FujiiSimpei SatoPublished in: FPT (2016)
Keyphrases
- random forest
- decision trees
- fold cross validation
- feature set
- cancer classification
- random forests
- feature importance
- ensemble classifier
- classification accuracy
- classification models
- open source
- text classification
- classification algorithm
- support vector machine svm
- class labels
- image features
- feature selection
- ensemble methods
- machine learning methods
- multi label
- svm classifier
- data mining
- machine learning algorithms
- feature ranking
- supervised learning
- benchmark datasets
- eeg signals
- decision tree learning algorithms
- ensemble learning
- training samples
- support vector machine
- training set
- support vector
- bayesian networks
- genetic algorithm