数据挖掘试验平台DMLab的设计与原型实现

DMLab是一个专门为数据挖掘研究人员进行算法试验而设计的集成开发环境，与其他挖掘工具相比，DMLab效率高、操作简便、算法实现更容易。系统集成了算法运行结果的可视化模块和智能化评价模块，使用户评价新算法的过程变得更加客观、简便。

Design and prototype implementation of an data mining experiment platform DMLab

The DMLab is a workbench especially for the data mining experiments intended to aid the researchers implementing,debugging and evaluating the new mining-algorithms.Unlike other data mining tools the emphasis is to provide a working platform that meets all needs of the researchers in the algorithm-experiments and making experiment easier: data-reading,data-exploring and data-preprocessing will never need any code but some interactive graphic operations form the users.The algorithm based on a well-defined library DMC(data mining class) is consisted of the short and simple python-scrip.The algorithm-debug is more convenient and the experiment results is automatically evaluated.