Learning interpretable classification rules using sequential rowsampling.
Sanjeeb DashDmitry M. MalioutovKush R. VarshneyPublished in: ICASSP (2015)
Keyphrases
- classification rules
- genetic programming
- learning algorithm
- human experts
- predictive accuracy
- rule sets
- medical data sets
- decision trees
- learning process
- nearest neighbor
- decision tree algorithm
- subgroup discovery
- text mining
- computational intelligence
- neural network
- knowledge acquisition
- active learning
- prior knowledge
- pairwise
- association rules
- reinforcement learning
- clustering algorithm
- machine learning