Regularized ROC method for disease classification and biomarker selection with microarray data.
Shuangge MaJian HuangPublished in: Bioinform. (2005)
Keyphrases
- microarray data
- gene expression microarray data
- classification accuracy
- ovarian cancer
- support vector machine
- microarray
- machine learning methods
- unsupervised learning
- gene expression
- dna microarray data
- high dimensional
- similarity measure
- microarray analysis
- training samples
- machine learning
- gene expression data
- support vector machine svm
- informative features
- text classification
- knowledge discovery
- pattern recognition
- feature selection