A rank weighted classification for plasma proteomic profiles based on case-based reasoning.
Amy M. KwonPublished in: BMC Medical Informatics Decis. Mak. (2018)
Keyphrases
- case based reasoning
- pattern recognition
- decision trees
- classification systems
- machine learning
- classification accuracy
- pattern classification
- support vector machine
- classification algorithm
- user profiles
- feature space
- preprocessing
- classification scheme
- feature selection
- classification models
- automatic classification
- cost sensitive
- machine learning methods
- classification method
- training samples
- benchmark datasets
- text classification
- feature vectors
- support vector
- feature extraction
- decision rules
- class labels
- image classification
- feature set
- training set
- nearest neighbour
- k nearest neighbour
- proteomic data