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Description: C4.5Rule
Description: C4.5Rule-PANE is a rule learning method which could generate accurate and comprehensible symbolic rules, through regarding a neural network ensemble as a pre-process of a rule inducer.
Reference: Z.-H. Zhou and Y. Jiang. Medical diagnosis with C4.5 rule preceded by artificial neural network ensemble. IEEE Transactions on Information Technology in Biomedicine, 2003, vol.7, no.1, pp.37-42.
使用神经网络集成方法诊断糖尿病,肝炎,乳腺癌症的案例研究.
-Description: C4.5Rule-PANE is a rule learning method which could generate accurate and comprehensible symbolic rules, through regarding a neural network ensemble as a pre-process of a rule inducer. Reference: Z.-H. Zhou and Y. Jiang. Medical diagnosis with C4.5 rule preceded by artificial neural network ensemble. IEEE Transactions on Information Technology in Biomedicine, 2003, vol.7, no.1, pp.37-42.
- 2022-06-11 17:39:25下载
- 积分:1
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multilayer perception program and software
multilayer perception program and software
- 2022-11-09 19:55:03下载
- 积分:1
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模糊算法,实现了求交法计算模糊蕴含关系、最大最小法进行合成运算、求并法计算输出量的模糊集合、加权平均法计算实际的清晰控制量等部分的详细代码。...
模糊算法,实现了求交法计算模糊蕴含关系、最大最小法进行合成运算、求并法计算输出量的模糊集合、加权平均法计算实际的清晰控制量等部分的详细代码。-Fuzzy algorithm, the realization of the intersection method to calculate fuzzy implication relations, max-min method for synthesis of computing, and method for output fuzzy sets, the weighted average method to calculate the actual volume of clear control of part of the detailed code.
- 2022-01-31 13:43:18下载
- 积分:1
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遗传算法通用平台
遗传算法通用平台- Heredity algorithm general platform
- 2022-04-16 13:52:31下载
- 积分:1
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遗传算法
遗传算法-Genetic algorithms
- 2022-05-10 22:43:17下载
- 积分:1
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Proposed based on minimizing the estimated generalization error bound of the non
提出了基于最小化估计的泛化误差界非优化估计方法。目前大多数的核参数选择方法都是通过极小化了来得到最优参数值,但是求解优化问题的计算代价相当的大,并且不能很好地体现数据的分布特征。本文采用非优化技术,通过极小化泛化误差来优化核及相关参数,由于直接计算最小半径和最大间隔,避免了对优化问题的直接求解,因此可以很好地降低计算代价。并且该方法直接从样本出发,可以很好地体现数据的分布特征,不管数据分布是否均匀都可以适用。给出了基于凸包估计的SVM核选择的模型及实现算法。
-Proposed based on minimizing the estimated generalization error bound of the non-optimal estimation method. Most of the nuclear parameter selection methods are to get the best by minimizing the parameter values, but the computational cost for solving optimization problems is quite large, and can not properly reflect the distribution characteristics of the data. In this paper, the non-optimization technology, by minimizing the generalization error to optimize the nuclear and related parameters, due to the direct calculation of the minimum radius and maximum interval, avoiding the direct solution of the optimization problem, it can very well reduce the computation cost. And that the method directly from the sample one can well reflect the distribution chara
- 2022-01-26 04:59:56下载
- 积分:1
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改进遗传算法程序
改进遗传算法程序-improved genetic algorithm program
- 2022-02-05 06:30:54下载
- 积分:1
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计算机网络经典算法:生产者与消费者问题的源代码
计算机网络经典算法:生产者与消费者问题的源代码-classic algorithm of computer network:producer and consumer
- 2022-01-24 16:23:20下载
- 积分:1
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这是一个最近邻分类模式识别算法仿真…
这是一个模式识别中的最近邻分类算法的一个简单仿真分类实例,其中female.txt和male.txt是训练样本,test.txt是测试样本,分类效果非常好,对于模式学习的初学者将会有很大帮助。-This is a pattern recognition algorithm for nearest neighbor classification simulation of a simple classification example, is one of female.txt and male.txt training samples, test.txt is the measurement, classification effect is very good for beginners will be learning model there is a great help.
- 2023-02-03 01:25:04下载
- 积分:1
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labview编写的EMD分解程序,欢迎有研究的一起讨论。
labview编写的EMD分解程序,欢迎有研究的一起讨论。-PC EMD prepared by the decomposition process, welcomed the study together.
- 2022-10-06 10:20:03下载
- 积分:1