Improving the Interpretability of Classification Rules in Sparse Bioinformatics Datasets.
James SmaldonAlex Alves FreitasPublished in: SGAI Conf. (2006)
Keyphrases
- classification rules
- medical data sets
- associative classifiers
- predictive accuracy
- genetic programming
- decision trees
- nearest neighbor
- rule sets
- induction algorithms
- data mining
- association rules
- high dimensional
- human experts
- classification algorithm
- text mining
- sparse data
- subgroup discovery
- associative classification
- machine learning
- fuzzy rules
- data mining algorithms
- decision tree algorithm
- ant miner
- rule learning
- rule discovery
- bayesian networks
- artificial intelligence