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[OtherMC-SVM1.0.1

Description: 多类支持向量分类机,可避免两类支持向量分类机的相关缺点,实现多类分类-Multi-Class Support Vector Machine, we can avoid two kinds of support vector machine classification of defects, multi-category classification
Platform: | Size: 1349632 | Author: 师花 | Hits:

[Othersvm_v0.01beta.tar

Description: New in this version: Support for multi-class pattern recognition using maxwins, pairwise [4] and DAG-SVM [5] algorithms. A model selection criterion (the xi-alpha bound [6,7] on the leave-one-out cross-validation error). -New in this version : Support for multi-class pattern recognition u maxwins sing, Pairwise [4] and DAG- SVM [5] algorithms. A mode l selection criterion (the xi-alpha bound [6, 7] on the leave-one-out cross-validation erro r).
Platform: | Size: 43008 | Author: 吴成 | Hits:

[Otherlasvm-source

Description: 用C语言实现的最新且最快的SVM源码,可用于解决多类分类问题-C language of the latest and fastest source of SVM can be used to solve the multi-category classification
Platform: | Size: 108544 | Author: zql | Hits:

[CSharpsvm_multiclass.tar

Description: 用c语言写的基于SVM的多分类源码,来自康奈尔大学,性能良好-C language used SVM-based classification of multi-source, from Cornell University, the performance of good
Platform: | Size: 77824 | Author: CAOYANG | Hits:

[Mathimatics-Numerical algorithmsSVM-KM

Description: 基于核分析的多类分类器,支持向量机的多类分类,适合研究学习,欢迎同行下载-Kernel-based analysis of the many types of classifier, support vector machine multi-category classification, suitable for study of learning, welcomed the peer download
Platform: | Size: 417792 | Author: lwen | Hits:

[MultiLanguagesvm_multiClass

Description: svm(支持向量机)分类算法本质上是二类分类器,实现多类分类的方法一般是将多类分类看作是多个一对多的二类分类器。本程序就是基于svmlight的svm多类分类器实现。对分类感兴趣的用户请参照。配合中文分词(参见我上传的程序),可实现中文多类分本分类。-svm (support vector machine) classification algorithm is essentially a second-class classifier, multi-category classification methods in general is to multiclass classification is more than one-to-many as second-class classifier. This procedure is based on many types of svmlight of SVM classifiers to achieve. Classification please refer to interested users. With the Chinese word segmentation (see my uploaded program), can be realized at the Chinese multi-category classification.
Platform: | Size: 566272 | Author: maming | Hits:

[Graph programoao

Description: 多分类问题的支持向量机源程序一对一方法 绝对可以运行-Multi-class SVM using One-Against-One decompositionoao
Platform: | Size: 608256 | Author: ym | Hits:

[AI-NN-PRlibsvm-2.89

Description: 是一種線性方成的分類器。SVM透過統計的方式將雜亂的資料以NN的方式分成兩類,以便處理。LIBLINEAR is a linear classifier for data with millions of instances and features. It supports L2-regularized logistic regression (LR), L2-loss linear SVM, and L1-loss linear SVM. -Main features of LIBLINEAR include Same data format as LIBSVM, our general-purpose SVM solver, and also similar usage Multi-class classification: 1) one-vs-the rest, 2) Crammer & Singer Cross validation for model selection Probability estimates (logistic regression only) Weights for unbalanced data MATLAB/Octave, Java interfaces
Platform: | Size: 521216 | Author: 陳彥霖 | Hits:

[AI-NN-PRdemosvm

Description: matlab编写的svm实现多类分类的源代码,训练算法包括OAA算法、OAO 算法、BSVM2算法等。-matlab prepared svm multi-category classification of the source code, training algorithms, including OAA algorithm, OAO algorithm, BSVM2 algorithm.
Platform: | Size: 237568 | Author: 刘子木 | Hits:

[AI-NN-PRlibsvm-mat-2[1].89-3

Description: svm多分类器,包括多分类和GA算法和PSO算法优化的SVM-svm multi-classifier, including the multi-classification and GA algorithm and PSO algorithm for optimization of SVM
Platform: | Size: 494592 | Author: 何同学 | Hits:

[matlabSVM

Description: In this paper, we show how support vector machine (SVM) can be employed as a powerful tool for $k$-nearest neighbor (kNN) classifier. A novel multi-class dimensionality reduction approach, Discriminant Analysis via Support Vectors (SVDA), is introduced by using the SVM. The kernel mapping idea is used to derive the non-linear version, Kernel Discriminant via Support Vectors (SVKD). In SVDA, only support vectors are involved to obtain the transformation matrix. Thus, the computational complexity can be greatly reduced for kernel based feature extraction. Experiments carried out on several standard databases show a clear improvement on LDA-based recognition
Platform: | Size: 2048 | Author: sofi | Hits:

[matlabSPIDER_mclass

Description: Multi-class Coding (adapted from from LS-SVM for SPIDER). Encode (code_MOC, code_ECOC, code_OneVsAll, code_OneVsOns) and decode (codedist_hamming, codedist_bay) a multi-class classification task into multiple binary classifiers.
Platform: | Size: 11264 | Author: auksas | Hits:

[AI-NN-PRsvm-light

Description: svm分类的算法 速度比其他的快一点 需要再做比较 交流 希望能得到更多的资料-SVMmulticlass uses the multi-class formulation described in [1], but optimizes it with an algorithm that is very fast in the linear case
Platform: | Size: 790528 | Author: 常虎 | Hits:

[Linux-UnixPCA-feature-extraction-and-SV-multi-class

Description: PCA特征抽取与SVM多类分类在传感器故障诊断中的应用PCA feature extraction and SVM multi-class classification in the sensor fault diagnosis-PCA feature extraction and SVM multi-class classification in the sensor fault diagnosis
Platform: | Size: 64512 | Author: shouji1023 | Hits:

[matlabSVM-classifier

Description: 用matlab实现非线性支持向量机分类器对多类进行分类。-Using matlab to achieve non-linear support vector machine classifier for multi-class classification.
Platform: | Size: 3072 | Author: rosalyn | Hits:

[AI-NN-PRcredit-rating-using-multi-class-SVM

Description: 一個基於多類支援向量機的應用,將支向機應用在企業之信用評比上,能使企業得知自身所具有之優勢與劣勢,藉由改善不足之處來提升企業本身信用。-A corporate credit rating model using multi-class support vector machines to do more effective actions in performance
Platform: | Size: 299008 | Author: scott | Hits:

[AI-NN-PRMulti-class-SVM-Image-Classification

Description: 基于神经网络的遥感图像分类取得了较好的效果,但存在固有的过学习、易陷入局部极小等缺点.支持向量机机器学习方法,根据结构风险最小化(SRM)原理,表现出很多优于其他传统方法的性能,本研究的基于多类支持向量机分类器的遥感图像分类取得了达95.4 的分类精度.但由于遥感图像分类类别多,所需训练样本较大,人工选择效率较低,为此提出以人工选择初始聚类质心、C均值模糊聚类算法自动标注训练样本的基于多类支持向量机的半监督式遥感图像分类方法,期望能在获得适用的分类精度的基础上有效提高分类效率-Neural net based remote sensing image classification has obtained good results. But neural net has inherent flaws such as overfitting and local minimums. Support vector machine (SVM), which is based on Structural Risk Min- imization(SRM), has shown much better performance than most other existing machine learning methods. Using mul- ti-class SVM classifier high class rate of 95.4 is obtained. But for the class number of remote sensing image is much great, manually obtaining of training samples is a much time-consuming work. So a multi-class SVM based semi-super- vised approach is presented. It is choosed that the initial clustering centroids manually first, then label the samples as the training ones automatically with fuzzy clustering algorithm. It is believed that this method will upgrade the classifi- cation efficiency greatly with practicable class rate
Platform: | Size: 25600 | Author: cissy | Hits:

[OtherMulti-class-SVM--LS_SVMlab

Description: 工具箱:LS_SVMlab Classification_LS_SVMlab.m - 多类分类 Regression_LS_SVMlab.m - 函数拟合-Toolbox: LS_SVMlab Classification_LS_SVMlab.m- multi-class classification Regression_LS_SVMlab.m- function fitting
Platform: | Size: 1014784 | Author: xianjun | Hits:

[OtherMulti-class-SVM--OSU_SVM3.00

Description: 一款基于svm的程序,在windows下运行,主要用于svm分类-Toolbox: OSU_SVM3.00 Classification_OSU_SVM.m- multi-class classification
Platform: | Size: 1147904 | Author: xianjun | Hits:

[Graph Recognizehog_svm

Description: 这文件夹包含了,hog特征提取,多类SVM分类器,数据库,图像识别(This folder contains the hog feature extraction, multi class SVM classifier, database, image recognition)
Platform: | Size: 56462336 | Author: HQ_Xie | Hits:
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