-gram method for glycan structure classification.
Limin LiWai-Ki ChingTakako YamaguchiKiyoko F. Aoki-KinoshitaPublished in: BMC Bioinform. (2010)
Keyphrases
- classification method
- classification algorithm
- preprocessing
- synthetic data
- experimental evaluation
- computational cost
- classification accuracy
- classification procedure
- training samples
- model selection
- pattern recognition
- segmentation method
- clustering method
- support vector
- cross validation
- machine learning algorithms
- detection method
- support vector machine svm
- unsupervised learning
- decision trees
- feature set
- high accuracy
- machine learning methods
- cost function
- benchmark data sets
- feature space
- pattern classification
- training phase
- classification scheme
- image classification
- support vector machine
- dynamic programming
- significant improvement
- feature vectors
- objective function
- multiscale
- feature extraction