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对高维数据采用PCA进行降维处理
- 对高维数据采用PCA进行降维处理，主成分个数采用累积方差贡献率的方法确定
stprtool.rar
- 统计模式识别工具箱（Statistical Pattern Recognition Toolbox）包含： 1，Analysis of linear discriminant function 2，Feature extraction: Linear Discriminant Analysis 3，Probability distribution estimation and clustering 4，Support Vector and other Kernel Machines,
PCA_LDA.rar
- 《机器学习》课上的作业，PCA和LDA降维，尽管网上很多，但很少注释，另外细节上也没注意。这里有很详细的注释。另外还附上一个Naive贝叶斯分类器，大家可以作比较。附带的图像包是OLR人脸。ReducedDim为想要提取的特征数，不是百分比！," Machine learning" classes on the homework, PCA and LDA dimensionality reduction, even though a lot of online, but f
PCAFisher.rar
- 使用PCA算法的故障诊断MATLAB仿真程序,PCA fault diagnosis procedure
pca.rar
- matcom插件调用matlab里面princomp函数对数据进行处理的小程序,plug-ins inside matcom call matlab function princomp data processing applet
pca-kpca.zip
- 此为pca ,kpca的源代码，智能技术课上用的,This is a pca, kpca source code
基于pca的dpca的程序
- 基于pca的dpca的程序，很好的程序，很简单，但是效果很好，对象为csth-Based on the pca program of dpca, very good procedures, is very simple, but the effect is very good, for CSTH object
neural-pca-ica.zip
- image separation using neural net,image separation using neural net
PCA_basedFace.rar
- 用matlab编写的基于PCA的人脸识别算法，包含图片库，可以直接运行，找出图片库中与测试图片相匹配的图片。,Matlab prepared with PCA-based face recognition algorithms, including image libraries, can be run to identify and test gallery picture of the picture to match.
KPCA.zip
- kPCA程序 一个关于kernel pca的实现代码,kpca
prtools3.1.7.rar
- 模式识别 MATLAB 的工具箱,比较实用,包括SVM,ICA,PCA,NN等等模式识别算法.,Pattern Recognition Toolbox for MATLAB, more practical, including the SVM, ICA, PCA, NN pattern recognition algorithm and so on.
KPCA_SVM_Train.rar
- 能够对输入的三维数据进行pca分析 然后输出主要的两位下的图像的坐标,the code could do pca analysis for a 3D data, and out put the first two main dimention of these data.
sift-algorithm-pcasift-asift-csift
- 一些有关SIFT衍生算法的资料，包括ASIFT, CSIFT, PCA-SIFT, SURF算法，中英文都有，很有价值-Some of the SIFT algorithm is derived, including ASIFT, CSIFT, PCA-SIFT, SURF algorithm, in each category, great value
PCALDA
- PCA+LDA经典人脸识别算法，先用PCA降维，再用LCA降维-PCA+ LDA classical face recognition algorithms, first PCA dimension reduction, reuse LCA dimension reduction
pca
- 主成分分析 还不错的程序 有需要的可以-pca for zhe value
NLCPCA
- nonlinear pca的具体实现代码-nonlinear pca concrete realization of the code
EasyPCA-1[1].0.tar
- C语言编写的PCA程序，实现主成分分析功能-C language of the PCA program to achieve the principal component analysis function
Dimension-reduction--toolbox
- 该工具箱中包含了多种降维算法。其中有传统的PCA和Local PCA算法，也有典型的流形学习算法，如Isomap、LLE、HLLE、Laplacian Eigenmaps 和 Local Tangent Space 。-The toolbox contains a variety of dimensionality reduction algorithms. In which the traditional PCA and Local PCA algorithms, there are the
PCA
- 完全用C++实现的PCA算法，可以用于实际工作和学习中-Entirely in C++ implementation of the PCA algorithm can be used for practical work and learning
pca
- 运用奇异值分解定理的PCA方法在ORL人脸库上进行人脸识别，分类器为最近邻分类器,-The use of singular value decomposition theorem of PCA method in ORL face database for face recognition, nearest neighbor classifier for the classifier,