Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10322411 | Expert Systems with Applications | 2012 | 9 Pages |
Abstract
⺠Bottom-up pruning is extended to multiple tree context. ⺠Suitable pruning criteria are proposed. ⺠Method is tested on a number of UCI datasets. ⺠Method produces single trees with good performance/compactness. ⺠Applied to a churn prediction problem, interpretable trees were produced.
Keywords
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Mark Eastwood, Bogdan Gabrys,