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常用的分类方法,包括最近邻(NN),k均值(kmeans),k近邻,Fisher线性判别。-Commonly used classification methods, including nearest-neighbor (NN), k the mean (kmeans), k neighbors, Fisher linear discriminant.
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这是一各关于线性判别函数分类的MATLAB程序,希望对大家的学习有所帮助-This is the one on the linear discriminant function classification MATLAB program, and they hope to learn from everyone
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Fisher线性判别分类器应用于IRIS数据集的例子-An example of Fisher linear discriminant Classifier applied on IRIS Data Set
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模式识别的fisher线性判别方法,包括学习文档和实验源代码。-Fisher linear discriminant pattern recognition methods, including documents and experiment to learn the source code.
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fisher 线性判别对于手写体数字识别来说是很有借鉴意义的方法!-fisher linear discriminant for handwritten numeral recognition is very meaningful way to learn!
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How to understand pattern recognition, including fisher linear discriminant
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使用Fisher线性鉴别分析(FLDA)方法在ORL人脸数据库上进行人脸识别试验。ORL标准人脸库共包含40人,每人10幅共400幅BMP图像。-The use of Fisher linear discriminant analysis (FLDA) at Ways on ORL face database for face recognition test. Standard ORL face database contains a total of 40 people, 10 per pe
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手写数字识别之Fisher线性判别,正在做毕业设计的同学可以参考一下-Handwritten numeral recognition of the Fisher Linear Discriminant, is doing graduate students designed for reference
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手写数字识别之Fisher线性判别程序,一本上的,很不错,希望对大家有帮助。-Handwritten numeral recognition of the Fisher linear discriminant procedure, one on a very good, hope you help.
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FISHER线性鉴别分析的理论研究及其应用.PDF-FISHER linear discriminant analysis theory and its applications. PDF
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使用Fisher 现行判别函数对给定的样本进行训练,对于两类,Fisher线性判别函数很好做,就是 w = Sw (m1 - m2), 其中:Sw为总类内离散度矩阵, m1, m2, 为两个模式类的均值-Fisher discriminant function using the current sample of a given training for two, Fisher linear discriminant function is well done, that is, w = Sw
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两类二维相关正态分布条件下的最小错误率贝叶斯分类器,基于最小风险的贝叶斯分类器,Parzen窗法非参数估计分类器程序,Fisher线性判别法分类器程序。-Under normal conditions two types of two-dimensional correlation of minimum error rate of Bayesian classifier, the minimum risk-based Bayesian classifier, Parzen window meth
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线性判别分析(LDA,全称Fisher Linear Discriminant Analysis)算法的C#实现源码,根据stprtool box for matlab中的LDA.m编写。用到MathNet库做相关的矩阵运算,使用zedgraph控制绘图。有简单的测试数据。- C# source code of linear discriminant analysis (LDA, full name of the Fisher Linear Discriminant Analysis) algo
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Fisher Linear Discriminant
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利用Fisher线性判别来进行男女分类(里面已经有了男女的数据)-Using Fisher linear discriminant for classification of men and women (which already have the data for men and women)
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基于Fisher线性判别的基因分类器的设计,里面有源程序-Fisher linear discriminant based on the gene classifier design, which has source code
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此为模式识别中的Fisher线性判别方法求分类器。进行了男、女错误率和总错误率的统计。
全部程序流程如下:
1、读取FAMALE.TXT文件把身高或体重给数组,并求x1的样本均值m1和内离散度S1;
2、读取MALE.TXT文件把身高或体重给数组,并求x2的样本均值m2和内离散度S2;
3、求最佳变换向量和阀值点;
4、读取Test2.txt文件把对应的身高或体重给数组A并求A的样本数M;
5、把最佳变换向量和阀值点、x代入判别方程g(x);
6、对本判别的错误率进行
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Fisher线性判别方法 Bayes决策的错误率的计算 分类器错误率的估算方法-Fisher linear discriminant method Bayes decision error rate calculation classifier error rate estimation method
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THIS IS FISHER LINEAR DISCRIMINANT MATLAB CODE
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本函数的功能是通过使用fisher线性判别方法求取数据的fisher直径,最佳分类数和最小分类损失函数。-Features of this function is to strike a diameter of data by using fisher fisher linear discriminant analysis method, the optimal number of categories and minimum loss function classification.
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