The combination approach of SVM and ECOC for powerful identification and classification of transcription factor.
Guangyong ZhengZiliang QianQing YangChaochun WeiLu XieYangyong ZhuYixue LiPublished in: BMC Bioinform. (2008)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- multi class
- multiclass classification
- multi class classification
- feature vectors
- svm classifier
- feature extraction
- feature selection
- machine learning
- feature space
- decision trees
- error correcting output codes
- binding sites
- image classification
- training set
- pattern recognition
- binary classifiers
- data mining
- model selection
- machine learning algorithms
- knn
- gene expression
- fold cross validation
- feature ranking
- data sets