Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients.
Naveen Kumar Parachur CothaMarina SokolovaPublished in: CoRR (2015)
Keyphrases
- normal controls
- demographic data
- lung disease
- supervised learning
- pattern recognition
- classification algorithm
- automatic classification
- decision trees
- medical data
- classification method
- clinical data
- classification rules
- medical doctors
- manual labeling
- support vector
- feature extraction
- heart disease
- intensive care
- attribute selection
- pattern classification
- classification accuracy
- patient groups
- training set
- training data
- survival prediction
- healthy controls
- clinical diagnosis
- document classification
- medical records
- high risk
- patient data
- data sets
- decision rules
- support vector machine
- knn
- feature vectors
- machine learning