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| 基于粒计算的ID3决策树算法研究 | |
| 引用本文： | 侯艳军,丁雪梅. 基于粒计算的ID3决策树算法研究[J]. 福建师范大学学报(自然科学版), 2012, 28(3): 32-37 |
| 作者姓名： | 侯艳军 丁雪梅 |
| 作者单位： | 福建师范大学软件学院,福建福州,350108 |
| 摘 要： | 利用粒计算对机器学习中的ID3算法给予重新思考与实现,采取人类问题求解的结构化思维方式,对数据进行粒化表示,使得机器问题求解的思路更易于让人接受,且运算模式更适于计算机上的实现. |
| 关 键 词： | ID3算法 二进制粒矩阵 粒计算 智能计算 |
ID3 Algorithm Research Based on Granular Computing |
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| HOU Yan-jun , DING Xue-mei. ID3 Algorithm Research Based on Granular Computing[J]. Journal of Fujian Teachers University(Natural Science), 2012, 28(3): 32-37 | |
| Authors: | HOU Yan-jun DING Xue-mei |
| Affiliation: | (Faculty of Software,Fujian Normal University,Fuzhou 350108,China) |
| Abstract: | It aims to analyze and implement ID3 algorithm from a new perspective using granular computing,the method of human structured analysis for problem solving is employed.With the data granulation,the idea of the computer based problem solving is much easier to be accepted by people,the computational pattern is more suitable to be implemented on computer as well. |
| Keywords: | ID3 algorithm binary granular matrix granular computing intelligent computing |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |