Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis.
Uli NiemannHenry VölzkeJens-Peter KühnMyra SpiliopoulouPublished in: Expert Syst. Appl. (2014)
Keyphrases
- classification rules
- prior knowledge
- data sets
- learning process
- human experts
- data points
- learning algorithm
- genetic programming
- training data
- data analysis
- active learning
- background knowledge
- text classification
- knowledge discovery
- predictive accuracy
- discovered knowledge
- predictive features
- small number
- rule sets
- classification algorithm
- association rule mining
- training examples
- nearest neighbor
- decision trees
- artificial intelligence
- data mining
- neural network