Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles.
Guangtao GeG. William WongPublished in: BMC Bioinform. (2008)
Keyphrases
- mass spectrometry data
- cancer classification
- pattern classification
- feature extraction
- machine learning
- support vector machine svm
- decision tree ensembles
- random forest
- decision trees
- classification algorithm
- random forests
- image classification
- support vector machine
- text classification
- feature selection
- machine learning methods
- high throughput
- gene expression profiles
- training set
- data sets
- early detection
- pattern recognition
- classification models
- ensemble methods
- multi class
- microarray
- machine learning algorithms
- supervised learning