Cascade of genetic algorithm and decision tree for cancer classification on gene expression data.
Jinn-Yi YehTai-Hsi WuPublished in: Expert Syst. J. Knowl. Eng. (2010)
Keyphrases
- cancer classification
- gene expression data
- decision trees
- random forest
- microarray
- gene selection
- gene expression profiling
- cancer diagnosis
- gene expression
- microarray data
- gene expression datasets
- microarray gene expression data
- gene expression profiles
- colon cancer
- data sets
- high dimensionality
- gene regulatory networks
- feature selection
- informative genes
- cancer datasets
- naive bayes
- gene expression analysis
- high dimensional data
- analysis of gene expression
- microarray datasets
- high throughput
- machine learning algorithms
- regulatory networks
- gene ontology
- dna microarray
- logistic regression
- high dimensional
- machine learning
- gene expression patterns
- nearest neighbor
- neural network
- tissue samples
- training set
- training data