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关于logistic回归统计算法的matlab实现,内容包括建模、输出变量预测和预测误差分析。数据来自UCI数据库中的Ionosphere database,有351个统计实例,输出变量是二分类变量,代表电波从电离层反射的好坏情况,共有32个特征值。(压缩包中包含已经处理好的数据)-on logistic regression algorithm to achieve the matlab, including modeling, variable output forecast and pre
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The BNL toolbox is a set of matlab functions for defining and estimating the
parameters of a Bayesian network for discrete variables in which the conditional
probability tables are specified by logistic regression models. logistic regression can be
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机器学习中的关于逻辑回归(LR)方法的分类器,matlab源码,附带四个数据集用于实验-Machine Learning on the logistic regression (LR) method of classification, matlab source code, with four data sets for experiments
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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 th
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罗吉斯回归程序 提供matlab环境下仿真程序-logistic regression procedure matlab simulation environment
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是一種線性方成的分類器。SVM透過統計的方式將雜亂的資料以NN的方式分成兩類,以便處理。LIBLINEAR is a linear classifier for data with millions of instances and features. It supports L2-regularized logistic regression (LR), L2-loss linear SVM, and L1-loss linear SVM. -Main features of LIBLINEA
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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.
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logistic regression algorithm in matlab.
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matlab实现logistic回归 利用牛顿迭代的方法得到最后的回归参数-matlab realize logistic regression using Newton iteration method to get the final regression parameters
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关于logistic回归统计算法的matlab实现-About logistic regression algorithm matlab realize
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二分类逻辑回归matlab代码,运行有效,包含图形说明。-Binary logistic regression matlab code to run efficiently, including graphical instructions.
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采用逻辑回归分析,金融商业机构对企业进行评估,有一个具体的例子,是对企业的破产风险进行评估,逻辑回归是基于matlab做的-Using logistic regression analysis, financial business organizations to uate the enterprise, there is a specific example, is the enterprise bankruptcy risk assessment, logic regression is
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用matlab实现机器学习算法中的逻辑回归-Using matlab to achieve a machine learning algorithm in a logistic regression
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使用matlab自带数据进行逻辑回归,并附有详细注释。-Using logistic regression matlab own data, along with detailed notes.
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实现线性回归和逻辑回归,并随机数据进行分类(Linear regression and logistic regression were implemented, and random data were classified)
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三种梯度下降的logistic regression机器学习入门代码(three logistic regression methods for machine learning)
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应用matlab程序进行线性回归计算,此为相关代码,具有很强的应用价值。(Application of matlab program for linear regression calculation, this is the relevant code, has a strong application value.)
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逻辑蒂斯回归模型,用于概率预测,或者分类。内附matlab代码,以及运行数据,可直接运行。(this is an matlab code of logistic regression which could use for data classification and properbility predict. u can direcctly use this code and th data inside.)
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该逻辑蒂斯回归模型matlab程序用于数据多分类,适用于有监督,学习型模型。(the matlab code of logistic regression used for data multi-classification. it is a kind of unsurpervisor study.)
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logistic回归matlab程序设计,里面包含例子,只需修改数据即可。(logistic regression matlab programming, which contains examples, just need to modify the data.)
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