Improving Quality of Rule Sets by Increasing Incompleteness of Data Sets - A Rough Set Approach.
Jerzy W. Grzymala-BusseWitold J. Grzymala-BussePublished in: ICSOFT (PL/DPS/KE) (2008)
Keyphrases
- rule sets
- data sets
- decision rules
- rough set theory
- medical data sets
- classification rules
- rough sets
- predictive accuracy
- rule learning
- error rate
- improve quality
- rule generation
- decision trees
- database
- rule induction
- training set
- machine learning
- real world
- association rules
- data streams
- pattern recognition
- semi supervised
- genetic programming
- text categorization
- active learning
- computer vision
- decision table
- learning classifier systems
- expert systems
- training data
- feature extraction