A prescription-based automatic medical diagnosis system using a stacking method
- Shiva Kazempour Dehkordi, Hedieh Sajedi
- 2017 IEEE 15th International Symposium on…
- 2017
1 Excerpt
Rule Stacking: An Approach for Compressing an Ensemble of Rule Sets into a Single Classifier
- Published 2011 in Discovery Science
Abstract
In this paper, we present an approach for compressing a rule-based pairwise classifier ensemble into a single rule set that can be directly used for classification. The key idea is to re-encode the training examples using information about which of the original ruler covers the example, and to use them for training a rule-based meta-level classifier. We not… (More)