A genetic programming-based approach to the classification of multiclass microarray datasets.
KunHong LiuChun-Gui XuPublished in: Bioinform. (2009)
Keyphrases
- multi class
- genetic programming
- multiclass classification
- microarray datasets
- feature selection
- support vector machine
- multiple classes
- cost sensitive classification
- multiclass support vector machines
- binary classifiers
- cost sensitive
- multiclass problems
- error correcting output codes
- binary classification problems
- pattern recognition
- classification accuracy
- feature ranking
- microarray
- support vector
- binary classification
- pairwise
- microarray data
- fitness function
- high dimensionality
- gene expression data
- classification algorithm
- text classification
- neural network
- support vector machine svm
- feature selection algorithms
- gene selection
- image classification
- genetic algorithm
- feature space
- feature vectors
- data mining
- machine learning
- training set
- evolutionary algorithm
- active learning
- knn
- multi label classification
- multi layer perceptron
- benchmark datasets