Description: bayeserr - Computes the Bayesian risk for optimal classifier.
％ bayescln - Classifier based on Bayes decision rule for Gaussians.
％ bayesnd - Discrim. function, dichotomy, max aposteriori probability.
％ bhattach - Bhattacharya s upper limit of mean class. error.
％ pbayescln - Plots discriminat function of Bayes classifier.-bayeserr- Computes the Bayesian risk for o ptimal classifier. % bayescln- Classifier bas ed on Bayesian decision rule for Gaussians. Bayes% nd- Discrim. function, dichotomy. max aposteriori probability. % bhattach- Bhat tacharya s upper limit of mean class. error. pb% ayescln- Plots discriminat function of Bayes c lassifier. Platform: |
Size: 5120 |
Author:孟庆 |
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Description: 用Matlab编写的Bayes 分类器，用以进行两类模式识别-prepared using Matlab Bayesian classifier, used for two types of pattern recognition Platform: |
Size: 1024 |
Author:刘小强 |
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Description: 图像的贝叶斯分类，将模式识别方法与图像处理技术相结合，掌握利用最小错分概率贝叶斯分类器进行图像分类的基本方法-Bayesian image classification, the pattern recognition method and image processing technology, to master the use of the smallest misclassification probability of Bayes classifier for image classification of basic methods Platform: |
Size: 1024 |
Author:孟星 |
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Description: naive bayes方法是用于分类的一个传统方法，它是产生的比较早的一个方法，分类的准确度比较高。-naive bayes method is used for the classification of a traditional method, which is generated as early as one way of comparison, classification accuracy is relatively high. Platform: |
Size: 1024 |
Author:李萍 |
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Description: 这是一个matlab 开发的naive Bayes 分类器算法。可以供大家共享，修改和批评指正。这个是修改的别人的。如果有务，联系：
l_y_f_2005@163.com-This is a matlab developed algorithm naive Bayes classifier. Be available for everyone to share, modify, and criticism. This is a modification of someone else Platform: |
Size: 1024 |
Author:122456 |
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Description: 一个比较简单的模式识别问题。用female.txt 和male.txt 的数据作为训练样本集，建立Bayes 分类器，用测试样本数据set1.txt、set2.txt、set3.txt 对该分类器进行测试,分别应用单个特征及两个特征进行实验-A relatively simple pattern recognition problem. Female.txt and male.txt use data as a training sample set, the establishment of Bayes classifier, using the test sample data set1.txt, set2.txt, set3.txt to test the classifier, respectively, the application of individual characteristics and two characteristics experiment Platform: |
Size: 3072 |
Author:晏珏 |
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Description: 使用matlab对基于最小错误率的Bayes分类器进行仿真，编写了相应的程序，分为协方差相等和不相等两种情况，最后画出了三类的分界线-Using matlab to the smallest error rate based on the Bayes classifier to carry out simulation, the preparation of the corresponding procedures, divided into equal covariance and unequal both cases, the final draw of the three types of line Platform: |
Size: 1024 |
Author:liz |
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Description: 贝叶斯分类实验，设计简单的线性分类器，了解模式识别的基本方法。掌握利用贝叶斯公式进行设计分类器的方法。-Bayesian classification experiment is designed to be simple linear classifier, know the basic methods of pattern recognition. Master the use of Bayesian classifier design formula method. Platform: |
Size: 1024 |
Author:屠志海 |
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Description: 采用身高和体重数据作为特征，分别假设二者相关或不相关，在正态分布假设下估计概率密度，建立最小错误率Bayes分类器，写出得到的决策规则，将该分类器应用到训练/测试样本，考察训练/测试错误情况。-The use of height and weight data as the characteristics of the assumption that the two were related or not related to the normal distribution probability density is estimated under the assumption that the establishment of Bayes minimum error rate classifier, the decision-making rules have been written, the classifier is applied to training/test samples to study the training/testing error conditions. Platform: |
Size: 3072 |
Author:wanwei |
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Description: 使用Matlab实现，包括一维特征最小错误率bayes分类器；二维特征最小错误率bayes分类器；二维特征最小风险bayes分类器以及使用的数据集合。-Using the Matlab implementation, including the minimum error rate of one-dimensional characteristics of bayes classifier two-dimensional characteristics of the minimum error rate bayes classifier two-dimensional characteristics of the minimum risk bayes classifier and the use of data collection. Platform: |
Size: 4096 |
Author:郭鹏宇 |
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