A personalized pathway activation inference method based on pathway structure for classification of inflammatory bowel disease.
Xingyi LiXuequn ShangZhelin ZhaoChenzhuo YanPublished in: BIBM (2023)
Keyphrases
- pattern recognition
- support vector machine svm
- pattern classification
- classification method
- significant improvement
- classification algorithm
- segmentation method
- accuracy rate
- support vector machine
- pairwise
- similarity measure
- model selection
- classification process
- preprocessing
- feature selection
- metabolic pathways
- classification scheme
- benchmark data sets
- machine learning methods
- decision rules
- class labels
- detection method
- classification accuracy
- feature vectors
- objective function