Small Ancestry Informative Marker panels for complete classification between the original four HapMap populations.
Damrongrit SetsirichokTheera PiroonratanaAnunchai AssawamakinTouchpong UsavanarongChanin LimwongseWaranyu WongsereeChatchawit AporntewanNachol ChaiyaratanaPublished in: Int. J. Data Min. Bioinform. (2012)
Keyphrases
- support vector machine svm
- classification accuracy
- pattern classification
- support vector machine
- information preserving
- classification process
- classification scheme
- classification method
- pattern recognition
- feature set
- classification algorithm
- text classification
- feature selection
- feature extraction
- machine learning
- image classification
- training set
- classification systems
- decision trees
- feature vectors
- preprocessing
- support vector
- class labels
- genetic algorithm
- cost sensitive
- svm classifier
- feature space
- training samples
- unsupervised learning
- small number
- high dimensional