An expert system to classify microarray gene expression data using gene selection by decision tree.
Jorng-Tzong HorngLi-Cheng WuBaw-Juine LiuJun-Li KuoWen-Horng KuoJin-Jian ZhangPublished in: Expert Syst. Appl. (2009)
Keyphrases
- microarray gene expression data
- gene selection
- cancer classification
- microarray data
- decision trees
- informative genes
- random forest
- gene expression data
- microarray
- microarray datasets
- cancer diagnosis
- gene expression
- gene expression profiles
- cluster analysis
- feature selection
- machine learning algorithms
- dna microarray
- logistic regression
- high throughput
- data sets
- ensemble methods
- machine learning
- high dimensional
- feature ranking
- biological data
- classification models
- experimental conditions
- feature set
- support vector machine svm
- machine learning methods
- learning algorithm
- naive bayes