%0 Journal Article
%T THE RESEARCH AND APPLICATIONS ON THE ALGORITHM CAP2 FOR INDUCTIVE LEARNING<br>归纳学习算法CAP2的研究与应用
%A Pan Jingui
%A Chen Bin
%A Che Zhaoqian
%A Chen Shifu
%A <br>潘金贵
%A 陈彬
%A 陈兆乾
%A 陈世福
%J 软件学报
%D 1995
%I 
%X In this paper, an inductive learning algorithm CAP2 is described, which is a binary tree classification method, with the division probability of state space as heuristic information, based on the provided example set. CAP2 can satisfy the requirement of precision of users to induce the rule set,of the proper precision,and it can deal with continuous data, noisy data. Background knowledge provided by users can be used by CAP2. CAP2 has been successfully applied in real world. Also its comparison with ID3 is given.
%K Inductive learning algorithm
%K division probability
%K heuristic information<br>归纳学习算法，划分概率，启发式信息
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=7735F413D429542E610B3D6AC0D5EC59&aid=C1F3DDE3C50A236306A0DB573EEECBD2&yid=BBCD5003575B2B5F&vid=B31275AF3241DB2D&iid=B31275AF3241DB2D&sid=5957D6E0A50D26B5&eid=EA64BD0B2FF6E786&journal_id=1000-9825&journal_name=软件学报&referenced_num=0&reference_num=9