ccSVM: correcting Support Vector Machines for confounding factors in biological data classification.
Limin LiBarbara RakitschKarsten M. BorgwardtPublished in: Bioinform. (2011)
Keyphrases
- biological data
- support vector
- high throughput
- large margin classifiers
- support vector machine
- biological networks
- machine learning
- biological sequences
- microarray data
- statistical methods
- data analysis
- feature selection
- training set
- machine learning methods
- protein protein interactions
- molecular biology
- feature space
- feature extraction
- decision trees
- real time
- systems biology
- mining graph data
- data mining
- databases