于数据挖掘（算法）的二进制目标自动建模研究

摘要

从数据挖掘的算法入手，简单阐述了一些数据挖掘的建模方法优缺点，重点介绍了二进制目标的自动建模。二进制目标的自动建模能够综合自动化与多个模型相结合的好处，这往往产生比从任何一个模型更准确的预测，分析研究了二元分类器节点在进行自动建模和对比二元结果中的作用，并以某金融公司为例进行实证研究。%From the algorithm of data mining, this paper expounds some data mining modeling methods advantages and disadvantages, focus on the binary target automatic modeling. The binary target automatic modeling can combine the advantages of integrated automation with multiple models, which often produce accurate prediction than any model , analyzed the function of binary classifier node in automatic modeling and the result of from compared binary, and empirical study with an example of a financial company.