Evolutionary Algorithm for Feature Subset Selection in Predicting Tumor Outcomes Using Microarray Data.
Qihua TanMads ThomassenKirsten M. JochumsenJing Hua ZhaoKaare ChristensenTorben Arvid KrusePublished in: ISBRA (2008)
Keyphrases
- microarray data
- feature subset selection
- evolutionary algorithm
- feature selection
- microarray
- cancer diagnosis
- gene selection
- feature subset
- multi objective
- gene expression
- cancer classification
- gene expression data
- data sets
- fitness function
- differential evolution
- cluster analysis
- small number of samples
- genetic programming
- microarray data analysis
- breast cancer
- simulated annealing
- gene networks
- genetic algorithm
- gene expression profiles
- high dimensional
- microarray datasets
- selected features
- text categorization
- machine learning
- selection algorithm
- classification accuracy
- informative genes
- feature space
- support vector
- artificial neural networks
- learning algorithm
- high throughput
- unsupervised learning
- naive bayes