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Description: support vector manchine and kNN分类的源代码.支持向量机是数据处理的比较良好的方法.最紧邻分类也是比较经典的-support vector manchine and kNN classification of the source code. Support Vector Machine is a good comparison of data-processing method. s classification is relatively close to the classic
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Size: 48128 |
Author: 武林芝 |
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Description: KNN k nearest neighbours, this is a method to design which cluster the test sample belong to using the KNN algorithm,which is a matlab code worth using and download.-k nearest neighbours, this is a method to design which cluster the test sample belong to using the KNN algorithm,which is a matlab code worth using and download.
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Size: 374784 |
Author: wang bin |
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Description: SVM matlab GUI可视化界面 直观形象 代码解释比较详细 对GUI学习和svm学习都有帮助-SVM matlab GUI intuitive visual interface code in the image of a more detailed explanation of the GUI help both learning and svm learning
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Size: 497664 |
Author: myzone |
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Description: In this code I have used GA in supervised PCA to find the best coeficients for overall covariance. the classification is made by K-In this code I have used GA in supervised PCA to find the best coeficients for overall covariance. the classification is made by KNN
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Size: 20480 |
Author: fatal |
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Description: 先用gabor 小波滤波器,做特征提取，然后用支持向量机（SVM）做分类，来实现人脸检测.需要用matlab 2010 或更新的版本才能运行-the code is used for face detection.Firstly it use gabor wavelet filter for feature extraction,Secondly it use support vector machine (SVM）for classification.matlab 2010 required.
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Size: 163840 |
Author: xiang |
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Description: K近邻分类器，用于模式识别等领域，该程序短小精悍，适合与ANN和SVM进行比较研究，本人多篇论文用到，效果较好。-K-nearest neighbor classifier is often used in pattern recognition and other fields. It is suitful for a comparative study with ANN and SVM. I have published some papers used the code. The effect is good.
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Size: 1024 |
Author: XIAO |
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Description: meta biomarker code matlab for feature s selection uses filer methods Relief and mrmr with svm and knn like classifier for validation
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Size: 2048 |
Author: karima |
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Description: This folder contains the following sub-folders which are essential in our project:
1.Raw Data
All the raw data collected from Flagstaff hill, CMU Athletic Field, and Railroad on Neville St.
2.Filter
Filter to rule out signal of Channel 1 and Channel 6
3.SVM_quadratic kernel_39
SVM code with quadratic kernel
4.PCA+KNN_62 :
PCA+KNN code
5.PCA+SVM_polynomial Kernel_50
PCA+SVM code with polynomial kernel
6.ANN
Artificial Neural Network code
7.PlotTerrain
Project demo video with actual result -This folder contains the following sub-folders which are essential in our project:
1.Raw Data
All the raw data collected from Flagstaff hill, CMU Athletic Field, and Railroad on Neville St.
2.Filter
Filter to rule out signal of Channel 1 and Channel 6
3.SVM_quadratic kernel_39
SVM code with quadratic kernel
4.PCA+KNN_62 :
PCA+KNN code
5.PCA+SVM_polynomial Kernel_50
PCA+SVM code with polynomial kernel
6.ANN
Artificial Neural Network code
7.PlotTerrain
Project demo video with actual result
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Size: 3803136 |
Author: Chao |
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Description: 这是matlab编写的Logistic Discrimination 和 KNN分类器代码。这两个算法的实现参考了《Introduction to Machine Learning》。 除此在代码中还包含了调用matlab自带的libsvm的例程。rumLogisticDiscrimination， runKnn， runSvm分别对这3个算法在数据集liver_train_data上的分类准确度进行测试。测试结果在code report.doc 中有简要描述。-This code implements the Logistic Discrimination and KNN classifier. The implementation is according to the text book <<Introduction to Machine Learning>>. We have also compared the classification accuracy among Logistic Discrimination, KNN and SVM on data set liver_train_data. A brief test report is included as well. Enjoy :).
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Size: 265216 |
Author: hhj |
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Description: 《机器学习实战》源代码 第二章的代码,代码为python代码 可以到官网上下载 里面有KNN算法，决策表算法，SVM支持向量机算法等等。后面章节待传。-machine learning source code 2nd
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Size: 352256 |
Author: licheng |
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Description: 利用完整局部二值模式（CLBP）特征提取方法，svm和knn分类器分类进行表情识别的matlab程序源码。并且附有CLBP论文-With a complete local binary pattern (LBP) feature extraction method, svm classifier classification and knn expression recognition matlab program source code. And paper with CLBP
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Size: 12170240 |
Author: zhang tengyue |
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Description: 这是天津大学胡清华老师在粗糙集邻域领域做的最经典的源码，同学们可以在此基础上学习和修改，入口程序已经写好，需要其他方法可以自己添加，MAIN.m是入口程序，参数的意思在子函数里讲的很明白，调用了featureselect_FW_fast.m用来属性约简，几个clsf_dpd文件是使用不同的距离公式来计算属性重要度，选择得到属性结果，使用crossvalidate.m十折交叉算法来计算计算算法精度，该段代码调用了几个分类器，C4_5.m是决策树，KNN.m是最近邻分类器，NEC.m是类似于KNN的胡修改的程序，osu_svm3.00文件夹是使用svm分类器调用的文件，使用该分类器时，代码中间的路径需要修改。另外附上一堆常用的数据集。-This is Hu Qinghua teacher at Tianjin University neighborhood rough set field do the most classic source code, students can learn and modify On this basis, the entry procedures have been written, you need other ways to add your own, MAIN.m entry program is meaning parameters Functions talked in very clear call for the featureselect_FW_fast.m attribute reduction, several clsf_dpd file is to use a different formula to calculate the distance attribute importance, choose properties to get the results, use crossvalidate.m ten fold cross algorithm to calculate the accuracy of the calculation algorithm, the segment code calls several classifiers, C4_5.m is a decision tree, KNN.m is the nearest neighbor classifier, NEC.m is similar to KNN Hu modified program, osu_svm3. 00 folders using svm classifier called file, using the classification code in the middle of the path need to be modified. Also attach a bunch of common data sets.
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Size: 2542592 |
Author: robert |
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Description: 多种用于分类的matlab代码，包含PCA,SVM,PLS-DA，KNN,SOMF等.-For various categories of matlab code, and contains the PCA and SVM, PLS- DA, KNN, SOMF, etc.
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Size: 706560 |
Author: yan chunhua |
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Description: Code for Classification Accuracy of KNN, C4.5 and SVM algo in R
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Size: 19456 |
Author: yamini |
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Description: 一些常见的机器学习算法的实现代码。包括PCA、kNN、logistic regression、ManifoldLearning、SVM、GMM等-Some common machine learning algorithm implementation code. Including PCA, kNN, logistic regression, ManifoldLearning, SVM, GMM, etc.
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Size: 1447936 |
Author: xinyue |
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