TACOA - Taxonomic classification of environmental genomic fragments using a kernelized nearest neighbor approach.
Naryttza N. DiazLutz KrauseAlexander GoesmannKarsten NiehausTim W. NattkemperPublished in: BMC Bioinform. (2009)
Keyphrases
- nearest neighbor
- learning vector quantization
- training set
- pattern recognition
- classification rules
- automatic classification
- classification accuracy
- nearest neighbor classifier
- support vector
- classification algorithm
- feature selection
- decision boundary
- classification method
- index structure
- support vector machine svm
- text classification
- machine learning
- classification scheme
- knn
- feature vectors
- pattern classification
- feature space
- training samples
- high dimensional
- image classification
- high throughput
- preprocessing
- feature extraction
- high dimensional feature space
- nearest neighbor classification
- kernel function
- nearest neighborhood