Benchmarking BLAST Accuracy of Genus/Phyla Classification of Metagenomic Reads.
Steven D. EssingerGail L. RosenPublished in: Pacific Symposium on Biocomputing (2010)
Keyphrases
- classification accuracy
- predictive accuracy
- pattern recognition
- correct classification
- accuracy rate
- prediction accuracy
- preprocessing
- automatic classification
- image classification
- decision trees
- classification systems
- high accuracy
- fold cross validation
- class labels
- training data
- pattern classification
- classification models
- neural network
- generalization ability
- classification rate
- sequence data
- classification process
- classifier combination
- higher classification accuracy
- classification rules
- cross validation
- support vector machine svm
- text classification
- support vector machine
- computational complexity
- feature selection
- machine learning
- classification method
- model selection
- computational cost
- feature vectors
- support vector
- roc analysis
- data sets
- classification performances