An extensive comparison of recent classification tools applied to microarray data.
Jae Won LeeJung Bok LeeMira ParkSeuck Heun SongPublished in: Comput. Stat. Data Anal. (2005)
Keyphrases
- microarray data
- microarray
- building classification models
- feature selection
- dna microarray data
- microarray data analysis
- gene selection
- microarray datasets
- cancer classification
- gene expression data
- gene expression
- dna microarray
- gene expression profiles
- decision trees
- small number of samples
- meta analysis
- high dimensionality
- machine learning
- classification accuracy
- high dimensional
- feature extraction
- pattern recognition
- data sets
- microarray classification
- cluster analysis
- gene expression microarray data
- training data
- microarray analysis
- text classification
- feature set
- supervised learning
- gene expression analysis
- support vector machine
- biologically meaningful
- informative genes
- gene sets
- ovarian cancer
- feature space
- support vector
- colon cancer
- support vector machine svm
- database
- gene ontology