Using SVD and SVM methods for selection, classification, clustering and modeling of DNA microarray data.
Krzysztof SimekKrzysztof FujarewiczAndrzej SwierniakMarek KimmelBarbara JarzabMalgorzata WienchJoanna RzeszowskaPublished in: Eng. Appl. Artif. Intell. (2004)
Keyphrases
- dna microarray data
- classification method
- support vector
- support vector machine svm
- feature vectors
- clustering algorithm
- spectral clustering
- machine learning methods
- support vector machine
- training set
- decision trees
- feature selection
- microarray data analysis
- unsupervised learning
- svm classifier
- classification accuracy
- feature extraction
- cancer diagnosis
- classification models
- microarray data
- pattern recognition
- high dimensional data
- gene selection
- ensemble classifier
- clustering method
- text classification
- cluster validity
- k means