A Classification of Bioinformatics Algorithms from the Viewpoint of Maximizing Expected Accuracy (MEA).
Michiaki HamadaKiyoshi AsaiPublished in: J. Comput. Biol. (2012)
Keyphrases
- viewpoint
- classification accuracy
- computational cost
- machine learning
- benchmark datasets
- computational efficiency
- classification algorithm
- data reduction
- machine learning algorithms
- high accuracy
- learning algorithm
- computational demands
- predictive accuracy
- feature extraction
- computational complexity
- significant improvement
- training set
- fold cross validation
- optimization problems
- pattern classification
- data structure
- pattern recognition
- feature selection
- accuracy rate
- classification scheme
- generalization ability
- support vector
- data analysis
- text classification
- data mining techniques
- feature set
- supervised learning