Unsupervised Algorithms for Population Classification and Ancestry Informative Marker Selection.
Apaporn RodpanPongsakorn WangkumhangAnunchai AssawamakinSantitham Prom-onSissades TongsimaPublished in: CSBio (2010)
Keyphrases
- unsupervised learning
- classification algorithm
- machine learning methods
- supervised learning
- benchmark datasets
- machine learning algorithms
- classification accuracy
- learning algorithm
- feature space
- pattern recognition
- data structure
- feature vectors
- nearest neighbour
- computational cost
- computationally efficient
- theoretical analysis
- machine learning
- automatic classification
- instance selection
- unsupervised methods
- partially supervised
- class labels
- naive bayes
- text classification
- significant improvement
- evolutionary algorithm
- preprocessing
- decision trees
- feature selection