Bagging Support Vector Machine for Classification of SELDI-ToF Mass Spectra of Ovarian Cancer Serum Samples.
Bailing ZhangTuan D. PhamYanchun ZhangPublished in: Australian Conference on Artificial Intelligence (2007)
Keyphrases
- ovarian cancer
- cancer detection
- mass spectra
- mass spectrometry
- gene selection
- support vector machine
- early detection
- cancer diagnosis
- training set
- microarray
- data sets
- support vector machine svm
- machine learning
- cancer classification
- microarray datasets
- similarity search
- decision trees
- microarray data
- random forest
- high throughput
- rule learning
- feature selection
- machine learning methods
- infrared
- ensemble methods
- classification algorithm
- decision rules
- training data