SKraken: Fast and Sensitive Classification of Short Metagenomic Reads based on Filtering Uninformative k-mers.
Davide MarchioriMatteo CominPublished in: BIOINFORMATICS (2017)
Keyphrases
- classification accuracy
- pattern recognition
- classification scheme
- classification method
- decision trees
- classification algorithm
- pattern classification
- automatic classification
- feature vectors
- support vector machine svm
- class labels
- text classification
- image classification
- feature space
- support vector
- email spam
- feature selection
- machine learning
- spam e mail
- machine learning methods
- sequence data
- feature extraction
- preprocessing
- information filtering
- neural network
- filtering method
- classification systems
- supervised classification
- training set
- multi class
- benchmark datasets
- document classification
- supervised learning
- feature set
- model selection
- unsupervised learning
- cross validation
- svm classifier
- training samples