搜索资源列表
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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.
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svm is a classifier.SUPPORT VECTOR MACHINE is used for train and classify new datas based on training
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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 in
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基于支持向量机分类器的活动形状模型。学术论文。-Support vector machine classifier based on the activities of the shape model. Papers.
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SVM工具箱 分类与回归算法 OSU SVM Classifier Matlab Toolbox-support vector machine procedures, the classification results very good
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用adaboost算法生成基支持向量机分类器，并对识别结果进行简单投票法集成。附有支持向量机工具箱和adaboost算法流程说明。-Adaboost algorithm to generate the base with a support vector machine classifier, and the recognition result is a simple voting method integration. With support vector machine algorith
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为了对目标进行快速的检测，提出了一种新的基于支持向量机的级联式分类器的构造方法。该级联分类器由若干个线性SVM弱分类器构成，结构简单，分类时间极快。针对级联结构中的每个节点的训练给出了一个新的SVM框架下的二次规划模型，这使得每个节点都有较高的正样本检测率和适当的负样本错检率。-In order to quickly detect the target, a new cascade based on support vector machine classifier constructor. T
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支持向量机分类源程序，需要的同志们可以下载试一下-Support vector machine classifier source code, you can download the comrades need to try
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SVM(支撑向量机）分类MATLAB程序，需要安装SVM工具箱-SVM (support vector machine) classifier matlab program, you need to install SVM toolbox
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带参数的二次规划支持向量分类机，核函数的用处。-least-square support vector machine classification problem matlab code，functional margin，geometric margin，optimal margin classifier，Kernels
feature mapping
Regularization and the non-separable case
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半监督支持向量机分类器十折源程序，用于半监督学习-Semi-supervised support vector machine classifier ten fold source for semi-supervised learning
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matlab图像处理非常重要，Gabor小波提取特征,然后用支持向量机作分类器，可以用于掌纹，人脸，指纹识别-Gabor wavelet feature extraction, and then use the support vector machine classifier, can be used for palmprint, face, fingerprint recognition
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运用支持向量机作为分类器，适用于特征选择算法-Using support vector machine as classifier, feature selection algorithm
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最小二乘支持向量机分类预测,基于matlab的编程，实现预测分类-Least squares support vector machine classifier prediction matlab-based programming, forecasting classification
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一种用于小数据条件下进行分类的算法，分类器支持向量机svm-A condition for small data classification algorithms, support vector machine classifier svm
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带有PCA之后的数据集，并用粒子群（PSO）优化支持向量机（SVM）的分类器进行分类，并给出分类识别率。-After the data set with PCA, and use the particle swarm optimization (PSO) to optimize the support vector machine (SVM) classifier for classification, and classification recognition rate is given.
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毕业设计所做工作，EI会议已经accept预计9月online的视频中人行为识别论文的matlab代码，分类器采用SVM。需要论文原文可发邮件至jycwinner@163.com。-Human action recognition matlab code. The classifier is Support Vector Machine.
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Gabor小波提取特征源码，支持向量量机作分类器，能用于掌纹，人脸，指纹识别。-Gabor wavelet feature extraction, and then use the support vector machine as classifier, can be used to palmprint, face, fingerprint identification.
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支持向量机(SVM)实现的分类算法源码，适合新手练习的svm分类器源代码，我觉得还是很有价值的。-Support vector machine (SVM) to achieve the classification algorithm source code, suitable for novice practice svm classifier source code, I think it is still very valuable.
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分类作为数据挖掘领域中一项非常重要的任务，它的目的是学会一个分类函数或分类模型(或者叫做分类器)，而支持向量机本身便是一种监督式学习的方法(Classification mining is a very important task in the field, the purpose of it is to learn a classification function or classification model (or called classifier), and support vec
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