DiScRIBinATE: a rapid method for accurate taxonomic classification of metagenomic sequences.
Tarini Shankar GhoshMonzoorul Haque MohammedSharmila S. MandePublished in: BMC Bioinform. (2010)
Keyphrases
- classification method
- classification accuracy
- machine learning methods
- support vector machine svm
- high accuracy
- objective function
- support vector machine
- benchmark data sets
- detection method
- highly accurate
- computationally efficient
- cost function
- pattern recognition
- unsupervised learning
- preprocessing
- machine learning
- high precision
- pairwise
- segmentation method
- accuracy rate
- extracted features
- ordinal data
- training process
- training phase
- classification process
- data sets
- pattern classification
- decision rules
- training samples
- supervised learning
- dynamic programming
- feature vectors
- high dimensional
- feature extraction
- neural network