Combining classifiers for improved classification of proteins from sequence or structure.
Iain MelvinJason WestonChristina S. LeslieWilliam Stafford NoblePublished in: BMC Bioinform. (2008)
Keyphrases
- combining classifiers
- classifier combination
- decision trees
- combination of multiple classifiers
- multiple classifiers
- pattern recognition
- classification accuracy
- naive bayes
- feature extraction
- pattern recognition problems
- individual classifiers
- combining multiple
- text classification
- training set
- support vector
- feature selection
- classification systems
- support vector machine svm
- support vector machine
- feature vectors
- computer vision
- test data
- cost sensitive
- classification models
- base classifiers
- classification algorithm
- neural network
- multi class classification
- image classification
- image processing
- machine learning