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Description: BP神经网络用于分类与回归 ,非常好用，强烈建议下-BP neural network for classification and regression
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Size: 3072 |
Author: leo |
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Description: 用于数据分析（回归分析）的matlab源代码（赋使用说明）-Used for data analysis (regression analysis) of matlab source code (enabling the use of instructions)
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Size: 551936 |
Author: 钱晓康 |
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Description: more examples on how to compute regression
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Size: 1024 |
Author: pearl |
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Description: 函数数据工具箱，包括FPCA,回归，微分方程拟合-Function of data toolbox, including the FPCA, regression，differential equations fitting
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Size: 15360 |
Author: david |
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Description: SVMstruct is a Support Vector Machine (SVM) algorithm for predicting multivariate or structured outputs. It performs supervised learning by approximating a mapping
h: X --> Y
using labeled training examples (x1,y1), ..., (xn,yn). Unlike regular SVMs, however, which consider only univariate predictions like in classification and regression, SVMstruct can predict complex objects y like trees, sequences, or sets. Examples of problems with complex outputs are natural language parsing, sequence alignment in protein homology detection, and markov models for part-of-speech tagging. The SVMstruct algorithm can also be used for linear-time training of binary and multi-class SVMs under the linear kernel.
-SVMstruct is a Support Vector Machine (SVM) algorithm for predicting multivariate or structured outputs. It performs supervised learning by approximating a mapping
h: X--> Y
using labeled training examples (x1,y1), ..., (xn,yn). Unlike regular SVMs, however, which consider only univariate predictions like in classification and regression, SVMstruct can predict complex objects y like trees, sequences, or sets. Examples of problems with complex outputs are natural language parsing, sequence alignment in protein homology detection, and markov models for part-of-speech tagging. The SVMstruct algorithm can also be used for linear-time training of binary and multi-class SVMs under the linear kernel.
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Size: 109568 |
Author: jon |
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Description: PLS算法，这里是PLS的一种线性回归算法。-PLS algorithm, here is a linear regression algorithm for PLS.
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Size: 17408 |
Author: 秋虫 |
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Description: 开发环境：eclipse
WEKA是一个数据挖掘工作平台，集合了大量能承担数据挖掘任务的机器学习算法，包括对数据进行预处理，分类，回归、聚类、关联规则以及在新的交互式界面上的可视化。 -Development environment: eclipse WEKA is a data mining work platform, a collection of a lot to take on the task of data mining machine learning algorithms, including data pre-processing, classification, regression, clustering, association rules, as well as in the new interactive interface on the visualization.
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Size: 3253248 |
Author: sunwei |
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Description: 数理统计的VB代码
包括了数值计算
各种回归算法等-Mathematical statistics, numerical calculation of VB code that includes a variety of regression algorithm
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Size: 2574336 |
Author: 王涛 |
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Description: 在线向量回归分析，有包涵一个例子和内定函数等-On-line vector regression analysis, there is an example of indulgence and unofficially functions, etc.
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Size: 35840 |
Author: 李強 |
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Description: 在线向量回归分析，有包涵一个例子和内定函数等-On-line vector regression analysis, there is an example of indulgence and unofficially functions, etc.
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Size: 31744 |
Author: 李強 |
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Description: 岭回归文章附MATLAB源代码，相对完整，是一篇学生论文。-Ridge Regression article attached to MATLAB source code, relatively complete, is a student paper.
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Size: 187392 |
Author: 明知 |
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Description: 实现了机器学习中的logistic regression 算法，可以对三类高斯分布的采样进行分类-Achieved in the logistic regression machine learning algorithm, can be three types of Gaussian distribution of samples to classify
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Size: 1024 |
Author: zect |
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Description: 回归分析 考察温度x对产量y的影响 测得下列10组数据 求y关于x的线性回归方程 检验回归效果是否显著 并预测x=42℃时产量的估值及预测区间-Regression analysis, study the temperature on the yield y of x measured by the following 10 sets of data demand y on x, the linear regression equation of the regression effect is significant and predicted x = 42 ℃ when the output of the valuation and prediction interval
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Size: 17408 |
Author: Tiantian |
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Description: 1stOpt是一套数学优化分析综合工具软件包。在非线性回归，曲线拟合，非线性复杂模型参数估算求解，线性/非线性规划等领域傲视群雄，首屈一指，居世界领先地位。除去简单易用的界面，其计算核心是基于七维高科有限公司科研人员十数年的革命性研究成果【通用全局优化算法】(Universal Global Optimization - UGO)，该算法之最大特点是克服了当今世界上在优化计算领域中使用迭代法必须给出合适初始值的难题，即用户勿需给出参数初始值，而由1stOpt随机给出，通过其独特的全局优化算法，最终找出最优解。以非线性回归为例，目前世界上在该领域最有名的软件工具包诸如Matlab, OriginPro, SAS, SPSS, DataFit, GraphPad等，均需用户提供适当的参数初始值以便计算能够收敛并找到最优解。如果设定的参数初始值不当则计算难以收敛，其结果是无法求得正确结果。而在实际应用当中，对大多数用户来说，给出(猜出)恰当的初始值是件相当困难的事，特别是在参数量较多的情况下，更无异于是场噩梦。而1stOpt凭借其超强的寻优，容错能力，在大多数情况下（大于90 )，从任一随机初始值开始，都能求得正确结果。-1stOpt is a set of mathematical optimization analysis and comprehensive tools package. In the non-linear regression, curve fitting, non-linear parameter estimation to solve complex models, linear/nonlinear programming areas such as boast of the pack, second to none, the world leader. Remove easy to use interface, the core of its calculation is based on the seven-dimensional High-tech Co., Ltd. researchers more than a decade of revolutionary research】 【general global optimization algorithm (Universal Global Optimization- UGO), the most important feature of the algorithm is to overcome today s computing world, in optimizing the use of iterative method must be given an appropriate initial value problem, meaning that users are given parameters Needless to initial value, but by 1stOpt randomly given, through its unique global optimization algorithm, the end to find out the optimal solution. In order to non-linear regression, for example, currently the world s most famous in the field of
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Size: 906240 |
Author: Rongsheng |
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Description: 主要包括一元和多元线性回归分析、逐元回归分析-Mainly consists of a dollar and multiple linear regression analysis, by regression analysis, and so
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Size: 7168 |
Author: 陈忠宁 |
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Description: SVM是一种比较新比较流行的算法，常常用在分类问题和回归问题上。
SVM方法的VC实现，libsvm源码-SVM is a relatively new algorithm is more popular, often used in classification and regression issues. SVM method VC implementation, libsvm source
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Size: 528384 |
Author: susan |
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Description: SVM是一种比较新比较流行的算法，常常用在分类问题和回归问题上。
libsvm相关的matlab代码-SVM is a relatively new algorithm is more popular, often used in classification and regression issues. libsvm-related matlab code
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Size: 4096 |
Author: susan |
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Description: 支持向量机非线性回归通用matlab程序，本程序使用支持向量机法，实现对数据的非线性回归，核函数的设定和修改在函数内部进行，数据预处理在函数外部进行，简单易懂，希望能对大家有所帮助-Universal non-linear regression support vector machine matlab program, this program uses support vector machine method to achieve non-linear regression of data, settings and modify the kernel function within the function, the data pre-processing function externally, simple and easy to to understand, hoping to be helpful to everyone
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Size: 1024 |
Author: 韩锡辉 |
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Description: 介绍基于boosting算法的程序设计，boosting算法是一种优秀的分类回归模型，可用于许多领域-Introduction boosting algorithm based on program design, boosting algorithm is an excellent classification and regression models can be used in many fields
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Size: 1059840 |
Author: liuxiaohui |
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Description: 实现在参数先验是高斯分布情况下，利用马尔科夫链蒙特卡洛算法来对Logistic 回归模型参数的后验分布进行抽样
-It implements different Markov Chain Monte Carlo strategies for sampling from the posterior distribution over the parameter values for Logistic Regression models with a Gaussian prior on the parameter values.
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Size: 29696 |
Author: 王而山 |
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