Classification of Genomic Islands Using Decision-tree Based Algorithms.
Dongsheng CheCory HockenburyRobert E. MarmelsteinKhaled RasheedPublished in: BIOCOMP (2009)
Keyphrases
- classification accuracy
- benchmark datasets
- classification algorithm
- machine learning
- machine learning algorithms
- feature extraction
- computational complexity
- preprocessing
- data sets
- theoretical analysis
- learning algorithm
- pattern recognition
- orders of magnitude
- machine learning methods
- significant improvement
- text classification
- computationally efficient
- feature selection
- uci machine learning repository
- classification method
- high throughput
- pattern classification
- automatic classification
- support vector machine svm
- building blocks
- supervised learning
- feature vectors
- training set
- search algorithm
- training data
- decision trees