搜索资源列表
matlab
- 多元线性回归分析 置信区间，R平方，F统计量值，与统计量F对应的概率P-Multivariate linear regression
gpml-matlab-v3.1-2010-09-27
- 高斯过程算法在回归和分类中的应用程序。与书本《基于高斯过程的机器学习》配套。本程序是最新的v3.1版，更新于2010-09-27-Gaussian process regression and classification algorithm in the application. And the book " machine learning based on Gaussian process" support. This program is the latest v3.1
SVM-for-classfication-and-regression
- 用支持向量机(SVM)实现分类与函数回归的源代码。内有实例，依湖芦画瓢即可。-Using support vector machine (SVM) classification and function to achieve the reunification of the source code. There are examples, according to Lake Lo paintings can ladle.
RS reducta priori regression
- 基于粗糙集的知识约简算法和采用回归进行的知识约简表示-Based on Rough Set Knowledge Reduction Algorithm and the use of regression express the knowledge reduction
Matlab
- 模拟退火算法实现、主成分分析实现及线性回归分析等-Simulated annealing algorithm implementation, implementation of principal component analysis and linear regression analysis
regress
- 清华大学数学实验之一元与多元回归分析之幻灯片与MAT源码-Tsinghua University, one math test and multiple regression analysis element of the slide with the MAT-source
Matlab
- Matlab数据统计和分析的程序，包含下面所列的多种算法的 MultiLineReg 用线性回归法估计一个因变量与多个自变量之间的线性关系 PolyReg 用多项式回归法估计一个因变量与一个自变量之间的多项式关系 CompPoly2Reg 用二次完全式回归法估计一个因变量与两个自变量之间的关系 CollectAnaly 用最短距离算法的系统聚类对样本进行聚类 DistgshAnalysis 用Fisher两类判别法对样本进行分类 MainAnalysis 对样本进行主成分
PLScode
- 一段matlab下的偏最小二乘回归代码,希望对大家有用.-Under a partial least-squares regression matlab code, and want to be useful to everyone.
multiplelinearregression-MatlAB.cpp
- 多元线性回归的MatLAB代码，在MatLAB7.0运行成功！-Multiple linear regression MatLAB code, MatLAB7.0 runs successfully!
GMM-GMR-v1.2
- GMM-GMR is a set of Matlab functions to train a Gaussian Mixture Model (GMM) and retrieve generalized data through Gaussian Mixture Regression (GMR). It allows to encode efficiently any dataset in Gaussian Mixture Model (GMM) through the use of an Ex
Linear_Regression_Program
- linear regression algorithm
LWLR
- this program compare the Locally Weighted Linear Regression with three diferrent kernel function (gaussian, logistic basis, and Reciprocal Multiquadric) also compare locally weighted by simple Linear Regression.
BayesianLinearRegression
- This matlab code is a demo version of Bayesian linear regression. -This matlab code is a demo version of Bayesian linear regression.
Regression
- matlab中回归分析常用的一些算法，编写了很久，都比较高效。-matlab regression analysis of some algorithms commonly used in the preparation of a long time, are relatively efficient.
GAsymregression
- Genetic algorithm for symbolic regression
pls-matlab-code
- 另外一个程序，同样实现matlab下的多重线性回归~-Another program, under the same realization of the multiple linear regression matlab ~
Complete-collection-of-algorithm
- 算法大全 全书分30章及2附录（在MATLAB中实现）对常用数学算法进行汇总介绍。 主要包括：线性规划、非线性规划、动态规划、图与网络、排队论、对策论、层次分析法、插值与拟合、数据的统计描述和分析、方差分析、回归分析、微分方程建模、稳定状态模型、常微分方程解法、差分方程模型、马氏链模型、变分法模型、神经网络模型、偏微分方程的数值解、目标规划、模糊数值模型、现代优化算法、时间序列模型、存贮论、经济与金融的优化问题、生产与服务运作管理中的优化问题、灰色系统理论及其应用、多元分析、偏最小二乘回归以
Logistic-regression
- 三种梯度下降的logistic regression机器学习入门代码(three logistic regression methods for machine learning)
Regression
- regression model matlab programming language
regression-fitting
- 数据回归分析包括一元线性回归，一元非线性回归，多元线性及广义线性回归，多元非线性回归(Data regression analysis including a yuan linear regression, a yuan of nonlinear regression, multiple linear and generalized linear regression and multivariate nonlinear regression)