The Performance Test and Evaluation of Distributed Data Mining
Currently the direction of data mining tends distributed and parallel calculation. In order to evaluate their performance, a test system structure that can test and evaluate performance of data mining system is present in this paper. This system is based on excitation response mechanism: the control center of test defines test events, designs test packages, and sends the test information to every tested subsystems; agents are motivated to analyses instruction, distill and return data to evaluation system. Data collection subsystem incorporates the result data with its particular method. A particular after-event evaluation mode is present to estimate whether data mining is good or not. Within performance evaluation indexes, such as data relative precision, result cover degree,and collection velocity can gets the last evaluation result.
distributed data mining performance test data collection methods of evaluation
Min Zhang Hongxia Shi
Computer Science and Information Engineering, Zhejiang Gongshang University Hangzhou, Zhejiang, China
国际会议
杭州
英文
640-643
2006-10-12（万方平台首次上网日期，不代表论文的发表时间）