A Statistical Measure of Rules Strength for Machine Learning.
Henri BriandLaurent FleuryRégis GrasYann MassonJacques PhilippePublished in: WOCFAI (1995)
Keyphrases
- machine learning
- statistical methods
- statistical analysis
- information theory
- statistical measures
- computer vision
- pattern recognition
- machine learning algorithms
- rule learning
- statistical inference
- natural language processing
- inductive logic programming
- quantitative measures
- statistical approaches
- statistical information
- explanation based learning
- learning classifier systems
- association rules
- decision trees
- data mining
- model selection
- attribute values
- similarity measure
- learning algorithm
- text classification
- correlation coefficient
- rule extraction
- production rules
- data driven
- distance measure
- data analysis
- active learning
- genetic algorithm
- knowledge discovery
- artificial intelligence
- correlation analysis
- confidence intervals
- inductive learning
- feature selection
- rule sets
- knowledge acquisition
- machine learning methods
- decision rules