Gene Selection Based on Mutual Information for the Classification of Multi-class Cancer.
Sheng-Bo GuoMichael R. LyuTat-Ming LokPublished in: ICIC (3) (2006)
Keyphrases
- multi class
- gene selection
- feature selection
- mutual information
- cancer classification
- support vector machine
- microarray data
- cancer diagnosis
- gene expression profiles
- dna microarray
- relevant genes
- ovarian cancer
- support vector machine svm
- tumor classification
- colon cancer
- binary and multi class
- multi class classifier
- microarray
- multiple classes
- multi class classification
- microarray datasets
- classification accuracy
- survival prediction
- binary classifiers
- cost sensitive
- multi class boosting
- gene expression data
- support vector
- binary classification
- gene expression
- svm classifier
- feature set
- text classification
- feature space
- error correcting output codes
- machine learning
- pairwise
- text categorization
- high dimensionality
- feature vectors
- class probabilities
- pattern recognition
- machine learning methods
- high dimensional
- random forest
- similarity measure
- class labels
- lung cancer
- logistic regression
- information gain
- base classifiers
- feature extraction
- image processing
- learning algorithm