Improving the prediction accuracy in classification using the combined data sets by ranks of gene expressions.
Ki-Yeol KimDong Hyuk KiHei-Cheul JeungHyun Cheol ChungSun Young RhaPublished in: BMC Bioinform. (2008)
Keyphrases
- prediction accuracy
- gene expression
- predictive accuracy
- data sets
- microarray data
- gene expression data
- ovarian cancer
- microarray
- predictive power
- gene expression profiles
- improve the prediction accuracy
- ensemble methods
- training set
- classification accuracy
- decision trees
- microarray datasets
- gene expression analysis
- feature space
- microarray gene
- web page prediction
- early detection
- feature selection
- machine learning
- genomic data
- data analysis
- support vector machine svm
- regulatory networks
- cancer classification
- support vector machine
- training data