Evaluation of taxonomic classification and profiling methods for long-read shotgun metagenomic sequencing datasets.
Daniel M. PortikC. Titus BrownN. Tessa Pierce-WardPublished in: BMC Bioinform. (2022)
Keyphrases
- benchmark datasets
- machine learning methods
- uci machine learning repository
- pattern recognition
- classification method
- preprocessing
- benchmark data sets
- uci repository
- classification systems
- gold standard
- evaluation criteria
- accurate classification
- experimental results on real world
- neural networks and support vector machines
- cross validation
- high dimensional data
- support vector machine svm
- evaluation measures
- text classification
- sequence data
- image classification
- multi class
- classification accuracy
- robust classification