Description: 本文提出了基于遗传算法的关联规则的提取方法，并从编码方法、适应度函数的构造、交叉算子和变异算子的设计等方面进行了详细都讨论和分析，并结合我校的智能型学生测评系统，给出了用遗传算法进行关联规则挖掘的实例。-This paper brings forward the algorithms based on the genetic algorithms of association rules,discusses and analyses the genetic algorithms in detail from coding method,fitness function,crossover operators,selection operators,mutation operators and other aspects.Associated with the Student Evaluation System,this paper gives the algorithms and program of mining association rule based on genetic algorithms. Platform: |
Size: 3673088 |
Author:yunzhang |
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Description: 关联规则是数据挖掘的重要模式之一，有着极其重要的应用价值。本文根据关联规则挖掘的要求与特点，结合遗传算法的思想，提出了一个基于遗传算法的关联规则挖掘方法，并通过实例分析，说明是一种具有实用价值的方法。-Data mining association rules is one important model, has an extremely important value. Based on association rule mining requirements and features, combined with the idea of genetic algorithm, genetic algorithm is proposed based on association rule mining method, and through case studies, describes a method of practical value. Platform: |
Size: 467968 |
Author:张广明 |
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Description: 一种基于遗传算法的关联规则挖掘算法，将遗传算法运用到关联规则中，介绍了遗传算法的工作流程-An algorithm for mining association rules based on genetic algorithm, the genetic algorithm is applied to the association rules, introduces the genetic algorithm work flow Platform: |
Size: 94208 |
Author:黄慧君 |
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Description: 机器学习领域经典分类算法综述，包括Decision Tree（ＩＤ３、C4.5(C5.0)、CART、PUBLIC、SLIQ和SPRINT算法），三种典型贝叶斯分类器（朴素贝叶斯算法、TAN算法、贝叶斯网络分类器），k-近邻 、 基于数据库技术的分类算法（ MIND算法、GAC-RDB算法），基于关联规则（CBA:Classification Based on Association Rule）的分类（Apriori算法），支持向量机分类，基于软计算的分类方法（粗糙集（rough set）、遗传算法、模糊逻辑、人工神经网络算法）。-Classical machine learning classification algorithms overview。 Including Decision Tree (ID3, C4.5 (C5.0), CART, PUBLIC, SLIQ and SPRINT algorithm), three typical Bayesian classifier (Naive Bayes algorithm, TAN algorithm Bayesian network classifiers), k-nearest neighbor based classification algorithm (MIND algorithm, GAC-RDB algorithms) database technology, based on association rules (CBA: classification (Apriori algorithm) Classification Based on Association Rule), and support vector machine classification, classification method based on soft computing (rough sets (rough set), genetic algorithms, fuzzy logic, artificial neural network algorithm).... Platform: |
Size: 30720 |
Author:MM |
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