| 基于ID3算法100例中医胃炎实验数据分类挖掘研究 |
| |
| 引用本文： | 李鲁宁,赵德平.基于ID3算法100例中医胃炎实验数据分类挖掘研究[J].辽宁中医药大学学报,2012(10):188-189. |
| |
| 作者姓名： | 李鲁宁 赵德平 |
| |
| 作者单位： | 沈阳建筑大学 |
| |
| 摘 要： | ID3算法是解决数据挖掘分类问题的一个非常重要的方法。本项实验对经过预处理后的100例慢性胃炎的中医辨证数据病例采用ID3算法进行分类,建立中医慢性胃炎辨证分类决策树,并提取决策树中蕴含的知识规则。挖掘出的分类规则基本符合中医胃炎的辨证规律以及名老中医诊治胃炎的诊疗经验。
|
| 关 键 词： | 中医 决策树 ID3算法 分类规则 |
Study on the Classified Mining of 100 Experimental Data of Chronic Gastritis Based on ID3 Algorithm |
| |
| LI Lu-ning,ZHAO De-ping.Study on the Classified Mining of 100 Experimental Data of Chronic Gastritis Based on ID3 Algorithm[J].Journal of Liaoning University of Traditional Chinese Medicine,2012(10):188-189. |
| |
| Authors: | LI Lu-ning ZHAO De-ping |
| |
| Institution: | (Shenyang Jianzhu University,Shenyang 110168,Liaoning,China) |
| |
| Abstract: | ID3 algorithm is applied to the classification of data mining.This experiment used ID3 algorithm to classify 100 Chinese medicine cases of chronic gastritis,and built the decision tree in order to extract the rules from it.Mining classification rules basically accorded with the dialectical law and experience in the treatment of Chronic Gastritis. |
| |
| Keywords: | TCM decision tree ID3 algorithm classification rules |
| 本文献已被 CNKI 维普 等数据库收录！ |
