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Performs linear discriminant analysis
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本人用MATLAB编写的线性判别分析程序,识别率很高-I use the MATLAB program written in linear discriminant analysis to identify the high rate of
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Matlab source codes for the regularized linear discriminant analysis (R-LDA) *
* Author: Lu Juwei *
* Bell Canada Multimedia Lab, Dept. of ECE, U. of Toronto *
* Released in 01 November 2004-Matlab source codes for the regularized linear di
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对有类别监督的数据进行先行判别分析用于降维
数据为结构体类型,返回数据也是降维后的结构体类型。如(a.X a.y)a.X是带有类别的数据,a.y是类别信息-Synopsis:
model = lda(data)
model = lda(data,new_dim)
Descr iption:
This function is implementation of Linear Discriminant Analysis.
The goal
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Kernel Discriminant Analysis a kernel extension of Linear Discriminant Analysis technique which is a well-known feature extraction technique.-Kernel Discriminant Analysis is a kernel extension of Linear Discriminant Analysis technique which is a well
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基于Probabilistic Linear Discriminant Analysis的人脸识别matlab源码-matlab code for probabilistic linear discriminant analysis applied to face recognition
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This Linear Discriminant Analysis code. It is made for image processing, especially in face recognition.-This is Linear Discriminant Analysis code. It is made for image processing, especially in face recognition.
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基本思想是选择使得Fisher准则函数达到极值的向量作为最佳投影方向,从而使得样本在该方向上投影后,达到最大的类间离散度和最小的类内离散度。-Linear Discriminant Analysis (Generally, LDA can also use LGE as a subroutine. However, we can use the special graph structure of LDA to obtain some computational benefits.)
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线性判别分析法源代码,LDA算法,输出分类结果-Linear discriminant analysis method source code, to output the classification results
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Linear Discriminant Analysis
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Cardiac arrhythmia diagnosis method using linear discriminant analysis on ECG signals
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Matlab实现Fisher线性分类器和Perceptron线性分类器,包含2D图形生成,实验数据采用井字棋数据-Fisher and Perceptron Linear Discriminant Analysis Matlab implementation using Tic-tac-toe data
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fisher linear discriminant analysis
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Matlab针对各种数据预处理的降维方法,源码集合。-Currently, the Matlab Toolbox for Dimensionality Reduction contains the following techniques:
Principal Component Analysis (PCA)
Probabilistic PCA
Factor Analysis (FA)
Sammon mapping
Lin
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线性判别分析的人脸识别系统代码matlab程序,直接运行gui界面文件就可以了-Linear discriminant analysis for face recognition system code matlab procedures, directly run gui interface files can be
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利用线性判别分析做USPS数据库的分类。代码可直接运行, 有详细注释。-Done using linear discriminant analysis classification USPS database. Code can be directly run, detailed notes.
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利用线性判别分析实现对iris数据库的分类。代码可直接运行, 有详细注释。-Using linear discriminant analysis to achieve the classification of iris database. Code can be directly run, detailed notes.
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It is a brief introduction of LINEAR DISCRIMINANT ANALYSIS.
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LDA:线性判别分析方法。用于实现线性数据降维。采用K近邻分类器对数据进行分类-LDA: linear discriminant analysis method. Used to achieve linear data dimensionality reduction. Using K-nearest neighbor classifier for data classification
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LMDA:一种改进的线性判别方法。用于实现线性数据的降维,进行特征提取。-LMDA: An improved linear discriminant analysis. Used to achieve linear data dimensionality reduction, feature extraction.
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