Classification based upon gene expression data: bias and precision of error rates.
Ian A. WoodPeter M. VisscherKerrie L. MengersenPublished in: Bioinform. (2007)
Keyphrases
- gene expression data
- microarray
- high dimensionality
- gene expression profiles
- gene expression analysis
- gene expression
- cancer classification
- dna microarray data
- cancer diagnosis
- dna microarray
- microarray data
- feature selection
- gene expression datasets
- microarray datasets
- gene selection
- colon cancer
- analysis of gene expression data
- tissue samples
- tumor classification
- decision trees
- machine learning
- support vector machine svm
- data sets
- classification accuracy
- microarray data analysis
- gene expression microarray data
- data mining
- feature space
- cancer datasets
- simultaneous clustering
- high dimensional
- regulatory networks
- gene expression profiling
- microarray gene expression data
- gene expression data analysis
- feature ranking
- gene networks
- high dimensional data
- feature vectors
- high precision
- machine learning methods
- molecular biology
- pattern recognition
- feature extraction