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支持向量机(SVM)的SMO算法实现。包括matlab源代码文件、支持向量机的pdf文档,源代码word文档。-Support Vector Machine (SVM) algorithm of SMO. Including the matlab source code files, Support Vector Machines pdf documents, source code for word documents.
Update : 2025-02-19 Size : 769kb Publisher : Xiaojun Tang

DL : 0
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- This section should give the reader a quick overview of the methods implemented in STPRtool. • Analysis of linear discriminant function: Perceptron algorithm and multiclass modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection of known algorithms solving the Generalized Anderson’s Task. • Feature extraction: Linear Discriminant Analysis. Principal Component Analysis (PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis. • Probability distribution estimation and clustering: Gaussian Mixture Models. Expectation-Maximization algorithm. Minimax probability estimation. K-means clustering. • Support Vector and other Kernel Machines: Sequential Minimal Optimizer (SMO). Matlab Optimization toolbox based algorithms. Interface to the SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers. Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell- Demyanov-Molozenov algorithm
Update : 2025-02-19 Size : 4.07mb Publisher : 查日东

DL : 0
用于svc分类, 用SMO实现SVC,并在UCI数据集Iris上进行实验,2. 可借鉴现成SVM软件包,实现回归分析。 -For svc classification, using SMO to achieve SVC, and in the UCI Iris data set on the experiment, 2. SVM can learn ready-made packages, to achieve regression analysis.
Update : 2025-02-19 Size : 3kb Publisher : 陈德志

svm code in matlab with smo method for optimization
Update : 2025-02-19 Size : 1kb Publisher : Najla

DL : 0
SVM,支持向量机,matlab 实现,具体实现了SMO算法,线性核,高斯核-SVM,support vector machine ,matlab implement m, In details ,implement SMO algorithm,linear kernel ,RBF kernel
Update : 2025-02-19 Size : 12kb Publisher : keven

使用Matlab重新实现了svm算法中的核心算法SMO,即序列优化问题。 其中my_seqminopt.m是重写的实现代码,完成了核心的迭代优化过程。(MATLAB code of SMO algorithm in SVM algorithm)
Update : 2025-02-19 Size : 82kb Publisher : yyarrow
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