A GP Based Approach to the Classification of Multiclass Microarray Datasets.
Chun-Gui XuKunHong LiuPublished in: ICIC (2) (2008)
Keyphrases
- multi class
- multiclass classification
- microarray datasets
- feature selection
- support vector machine
- binary classifiers
- cost sensitive classification
- cost sensitive
- multiple classes
- multiclass support vector machines
- multiclass problems
- error correcting output codes
- binary classification problems
- genetic programming
- binary classification
- microarray data
- pairwise
- microarray
- machine learning
- pattern recognition
- gene expression
- gene expression data
- feature ranking
- classification algorithm
- model selection
- feature vectors
- classification models
- image classification
- classification accuracy
- text categorization
- base classifiers
- text classification
- unsupervised learning
- training set
- feature extraction
- high dimensionality
- support vector
- cross validation
- svm classifier
- kernel function
- support vector machine svm
- training samples
- dimensionality reduction