Batch Mode Algorithms of Classification by Feature Partitioning

摘要

In this paper, we propose an algorithm of clas- sification by feature partitioning (CFP) which learns concepts in the batch mode. The proposed algorithm achieved almost the same predictive accuracies as the best results of a CFP algorithm presented by Guvenir and Sirin. However, our algorithm is not affected by parameters and the order of examples.