A Comparative on Noise Resistance for Two Heuristic Algorithms in Decision Tree Generation
Tao Wang · Journal of Hebei University · 2011
The capability of noise cancelling in decision tree is the critical factor in heuristic algorithms design.The comparison between ID3 and DoI,the two heuristic algorithms for the capacity of resisting noise was investigated.The investigation was aiming at giving some experimentally comparative advantages on the robustness for the two heuristics.