A probabilistic pathway score (PROPS) for classification with applications to inflammatory bowel disease.
Lichy HanMateusz MaciejewskiChristoph BrockelWilliam GordonScott B. SnapperJoshua R. KorzenikLovisa AfzeliusRuss B. AltmanPublished in: Bioinform. (2018)
Keyphrases
- pattern recognition
- automatic classification
- decision trees
- feature selection
- pattern classification
- machine learning
- bayesian networks
- feature space
- feature vectors
- probability distribution
- support vector machine
- correct classification
- image classification
- text classification
- class labels
- classification process
- disease diagnosis
- uncertain data
- classification method
- multi class
- feature extraction