Accelerating metagenomic read classification on CUDA-enabled GPUs.
Robin KobusChristian HundtAndré MüllerBertil SchmidtPublished in: BMC Bioinform. (2017)
Keyphrases
- general purpose
- pattern recognition
- classification accuracy
- decision trees
- classification systems
- decision rules
- classification process
- pattern classification
- classification scheme
- automatic classification
- supervised learning
- support vector machine
- feature space
- preprocessing
- support vector
- machine learning
- graphics hardware
- supervised classification
- machine learning methods
- classification method
- classification algorithm
- cross validation
- model selection
- feature vectors
- training set
- feature extraction
- feature selection
- svm classifier
- machine learning algorithms
- unsupervised learning
- feature set
- neural network