DectICO: an alignment-free supervised metagenomic classification method based on feature extraction and dynamic selection.
Xiao DingFudong ChengChang-Chang CaoXiao SunPublished in: BMC Bioinform. (2015)
Keyphrases
- classification method
- feature extraction
- support vector machine svm
- feature selection
- kernel principal component analysis
- support vector machine
- text classification
- knn
- k nearest neighbor
- discriminant projection
- sequence data
- classification scheme
- classification algorithm
- feature vectors
- face recognition
- supervised learning
- extracted features
- preprocessing
- image processing
- unsupervised learning
- learning algorithm
- semi supervised
- selected features
- dimensionality reduction
- image classification
- pattern classification
- feature space
- artificial intelligence
- nearest neighbor rule
- principal component analysis
- test sample
- discriminant analysis
- pattern recognition
- sequence analysis
- associative classification
- real world
- gabor wavelets
- computer vision
- linear discriminant analysis
- text mining
- feature set