Pathway activity inference for multiclass disease classification through a mathematical programming optimisation framework.
Lingjian YangChrysanthi AinaliSophia TsokaLazaros G. PapageorgiouPublished in: BMC Bioinform. (2014)
Keyphrases
- multi class
- mathematical programming
- error correcting output codes
- multiclass classification
- kernel fisher
- support vector machine
- multiple classes
- binary classifiers
- multiclass svm
- cost sensitive classification
- multiclass support vector machines
- linear programming
- cost sensitive
- multi class classifier
- feature selection
- multiclass problems
- binary classification problems
- multi class classification
- feature vectors
- multi task
- machine learning
- support vector machine svm
- single class
- multi class problems
- svm classifier
- binary classification
- feature extraction
- text classification
- decision trees
- feature space
- evolutionary algorithm
- image classification
- perceptron algorithm
- combinatorial optimization
- machine learning algorithms
- multi task learning
- base classifiers