搜索资源列表
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基于支持向量机的时间序列工具箱，用svm作时间序列预测,Based on support vector machines time series toolbox for time series prediction using svm
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SVM的VC程序，有matlab接口，便于调用，还有例子，用于模式识别，分类，预测。-SVM, VC procedures, matlab interface, easy call, as well as an example, for pattern recognition, classification and prediction
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这是对于工业过程中连续搅拌釜反应器用支持向量机建模的实例。预测效果很好。-This is for the industrial process of continuous stirred tank reaction used in support vector machine modeling examples. Very good prediction.
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一种基于matlab的支持向量机小例子，用于预测，LS-A matlab-based support vector machine small example for the prediction, LS
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做时间序列预测的svm程序,matlab编的-svm program for time series prediction
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详细介绍了LIBSVM（由台湾大学教授编写SVM程序）使用方法，包括前期数据处理，数据导入，训练以及预测-Described in detail LIBSVM (prepared by the National Taiwan University professor of SVM program) using the methods, including pre-data processing, data import, training and prediction
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基于GPU计算的SVM，VC++源码，包括详细文档说明文件。借用了GPU编程的优势，该代码据作者说比常规的libsvm等算法包的训练速度快13-73倍，预测速度快22-172倍。希望对大家有用-cuSVM is a software package for high-speed (Gaussian-kernelized) Support Vector Machine training and prediction that exploits the massively parallel proc
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基于SVM和混沌理论的关于水质预测的matlab仿真的程序，程序里面有详细的说明。是我的毕业设计，希望大家有用。-Based on SVM and Chaos Theory on the water quality prediction matlab simulation program, the program which are described in detail. Is my graduation project I hope you useful.
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MATLAB cross-validation tool for classification and regression v0.1
FEATURES:
+ K-fold cross validation.
+ Arbitrary train and prediction functions with parameters can be used.
+ Arbitrary loss function can be used.
+ Wrappers for
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对数据进行SVM处理，最后以进行定量及分类处理，对得到的预测和训练的数值进行RME等的计算-The data processing, and end with SVM quantitative and classification to get treatment, the numerical prediction and training for calculation of RME etc.
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基于LS-SVM的一个预测代码。对实际数值进行预测得到图像-LS-SVM based on a prediction code. Predicted value for the actual image
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实现时间序列预测，相空间重构的方法可以对时间序列做一一对应的映射，效果非常的好-Realize the time series prediction, phase space reconstruction method can do for time series one-to-one mapping,, the effect is very good
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最小二乘支持向量机的功能源代码，有助于对软测量的预测和建模进行研究-The least square support vector machine function the source code, and the help of the soft measurement of the prediction and modeling for research
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本文主要研究 LS-SVM 算法的基本原理及基于其实现时间序列预测
的方法。针对超参数选择困难的问题，采用多级网格搜索和遗传算法的方法对
超参数的取值进行优化-This paper studies the basic principles of the LS-SVM algorithm and time series prediction based on its implementation. Difficult to select for hyper parameter, multi
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针对基于GPS／GIS的浮动车数据特点，总结其中无效的数据类型，并给出数据有效处理的方法。以支持向量机原理、交通状态预测方法为基础，分析了常用支持向量回归机、核函数及模型参数的性能，以及各核函数及模型参数对支持向量机性能的影响及作用。针对路段平均速度预测中的小样本、非线性、高维回归等特点，将支持向量回归机方法引入基于浮动车数据的路段车辆速度预测，构建了路段平均速度短时预测模型。并以杭州市某路段的实际数据为例，详细阐述了支持向量回归机预测模型的具体建模和求解过程。运用LibSVM2．84软件包，进
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基于支持向量机的时间序列工具箱，用用svm作时间序列预测可直接使用-Based on support vector machines time series toolbox, with svm for time series prediction can be used directly
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基于SVM的回归预测算法，用于开始学习支持向量机，详细，简单，具体-SVM regression prediction algorithm based on support vector machines for start learning, detailed, simple, specific
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SVM输出预测结果源代码，用matlab语言编写的，适用于分类及相关问题的分析-SVM output prediction results source code, written with matlab language, suitable for classification and analysis of the related problem
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lssvm用于状态分类和预测，主要应用于信号处理以及智能算法等领域(LSSVM is used for state classification and prediction)
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SVM分类用于高光谱遥感图像分类、预测....................(SVM classification for classification and prediction of hyperspectral remote sensing images)
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