Sketching and sampling approaches for fast and accurate long read classification.
Arun DasMichael C. SchatzPublished in: BMC Bioinform. (2022)
Keyphrases
- pattern recognition
- classification accuracy
- machine learning
- machine learning approaches
- automatic classification
- machine learning methods
- supervised learning
- accurate classification
- high quality
- pattern classification
- image classification
- decision trees
- machine learning algorithms
- classification systems
- benchmark datasets
- highly accurate
- neural network
- classification method
- training set
- computationally efficient
- feature extraction
- bayesian methods
- supervised classification
- sampling algorithm
- classification scheme
- binary classification problems
- neural networks and support vector machines
- classification rules
- classification algorithm
- cross validation
- sample size
- support vector machine svm
- text classification
- high accuracy
- support vector machine
- learning algorithm