Description: 利用matlab开发平台和相关的SVM优化工具箱,及OAO,OAA,BSVM2算法模型,设计改进并实现非线性的模式分类实验模型系统.-Matlab use development platform and related optimization toolbox of SVM, and OAO, OAA, BSVM2 algorithm model, designed to improve and to achieve non-linear model of the pattern classification system. Platform: |
Size: 239616 |
Author:原磊 |
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Description: 模式识别matlab工具箱。一般常见的分类方法都包含在内，还有svm分类。-Pattern recognition matlab toolbox. General common classification methods are included, as well as svm classification. Platform: |
Size: 75776 |
Author:swallow |
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Description: Parzen概率神经网络工具箱及代码实现分类，供学习应用者参考。-Parzen Probabilistic Neural network toolbox and code to achieve the classification for the study and application in Taiwan. Platform: |
Size: 6144 |
Author:zangtianlei |
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Description: libsvm工具箱，用于分类的绝佳工具，也可用于非线性回归及预测，或拟合，其中文本分类是其长项，回归性能非常好-libsvm toolbox, an excellent tool for the classification can also be used for non-linear regression and forecasting, or fitting, of which text categorization is its long entry and return to a very good performance, Platform: |
Size: 97280 |
Author:陈墨 |
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Description: 该工具箱主要介绍支持向量机的使用过程，包括分类与回归，里面的内容很全面，-The toolbox introduce the process of SVM,including classification and aggression,which is very well. Platform: |
Size: 229376 |
Author:童笑颜 |
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Description: 介绍数字滤波器的定义、分类及实现方法。讨论IIR滤波器、FIR滤波器的设计方法以及如何运用MATLAB中的DSP Blockset工具箱设计数字滤波器。-Introduce digital filter definition, classification and realization. Discussion of IIR filter, FIR Filter design and how to use the DSP Blockset MATLAB toolbox to design digital filters. Platform: |
Size: 106496 |
Author:宋微 |
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Description: 模式分类工具包，内含大量的模式识别算法。可直接放于toolbox文件夹下，建立路径即可。-Pattern classification tool kit, containing a large number of pattern recognition algorithms. Can be put in the toolbox folder directly under the established path. Platform: |
Size: 1253376 |
Author:华仔 |
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Description: spider，很好用的模式识别工具箱，里面有各种分类工具，从有监督学习到无监督学习，从模型选择到参数选择。而且也将各个方法封装成类，使用方便。-spider, good use of pattern recognition toolbox, there are various classification tools, from supervised learning to unsupervised learning, choose Preferences from the model. But also the various methods into a class package, easy to use. Platform: |
Size: 4970496 |
Author:猴子 |
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Description: 基于matlab工具箱中的离散Hopfield神经网络的分类问题-高校科研能力评价-Matlab toolbox based on the discrete Hopfield neural network classification problems- Evaluation of Scientific Research Platform: |
Size: 5120 |
Author:Jv |
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Description: 支持向量机的研究现已成为机器学习领域中的研究热点，其理论基础是Vapnik[3]等提出的统计学习理论。统计学习理论采用结构风险最小化准则，在最小化样本点误差的同时，缩小模型泛化误差的上界，即最小化模型的结构风险，从而提高了模型的泛化能力，这一优点在小样本学习中更为突出。SVM理论正是在这一基础上发展而来的，经过十几年的研究和发展，已开始逐步应用于一些领域。在解决小样本、非线性及高维模式识别问题中表现出许多特有的优势，已经在模式识别、函数逼近和概率密度估计等方面取得了良好的效果。- Support Vector Machine (SVM) is a new machine learning technique in recent years developed based on statistical learning theory (SLT). It wins popularity due to many attractive features and emphatically performance in the fields of nonlinear and high dimensional pattern recognition. The theory and algorithm of SVC is studied at first, then, simulation is to recognize handwritten numeral with the Lib-SVM toolbox. At last, we study the result, which shows that the SVC can do the classification problem with good performance, shorter operation time and is more suitable for real-time implementation. Platform: |
Size: 1155072 |
Author:任修齐 |
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Description: 本程序是先用gabor小波变换对人脸图像处理，然后在用pca进行降维，最后用svm分类器进行多分类分类识别，包扩完整的orl人脸库，需注意的是，svm工具箱是用的libsvm工具箱，运行前先配置好libsvm。版本号：libsvm-mat-2[1].89-3[FarutoUltimate3.0]-This procedure is to use the human face gabor wavelet transform image processing, and then to reduce the dimensions with pca, and finally multi-category classification svm classification and recognition, including the expansion of the complete orl face database, must be noted that, svm toolbox is to use the libsvm toolbox, configured before running libsvm. Version: libsvm-mat-2 [1] .89-3 [FarutoUltimate3.0] Platform: |
Size: 11366400 |
Author: |
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Description: 一个支持向量机的matlab工具箱，具有分类、拟合等功能，希望大家下载研学阿！-A support vector machine matlab toolbox, with a classification, fitting functions, I hope you download the research study Ah! Platform: |
Size: 342016 |
Author:吴旭靖 |
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Description: matlab数学建模工具箱，线性统计聚类
(样品集，训练品集，训练品类别集)将各样品分类。-matlab toolbox of mathematical modeling, linear statistical clustering
(Sample set, set of training materials, training, product category set) to the sample classification. Platform: |
Size: 1024 |
Author:feeling |
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Description: 介绍一个稳健性分析工具箱。主要做稳健性主成分、主成分回归、分类。-Our toolbox currently contains implementations of robust
methods for location and scale estimation, covariance estimation (FAST-MCD), regression (FAST-LTS, MCD-regression), principal
component analysis (RAPCA, ROBPCA), principal component regression (RPCR), partial least squares (RSIMPLS) and classification
(RDA). Only a few of these methods will be highlighted in this paper. The toolbox also provides many graphical tools to detect and classify
the outliers. The use of these features will be explained and demonstrated through the analysis of some real data sets. Platform: |
Size: 429056 |
Author:杨李 |
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