Decision forest for classification of gene expression data.
Jianping HuangHong FangXiao-hui FanPublished in: Comput. Biol. Medicine (2010)
Keyphrases
- gene expression data
- decision forest
- gene expression
- microarray
- cancer classification
- gene expression analysis
- gene expression profiles
- high dimensionality
- dna microarray data
- feature selection
- colon cancer
- dna microarray
- microarray data
- microarray datasets
- tumor classification
- cancer diagnosis
- gene expression datasets
- data sets
- microarray gene expression data
- classification accuracy
- decision trees
- gene selection
- analysis of gene expression data
- gene expression data sets
- gene expression data analysis
- pattern recognition
- tissue samples
- clustering gene expression data
- gene expression profiling
- feature extraction
- support vector machine
- support vector
- regulatory networks
- feature vectors
- class labels
- benchmark datasets
- high dimensional data
- training samples
- text classification
- image classification
- supervised learning
- high dimensional
- knowledge discovery
- machine learning algorithms
- low dimensional