▍1. Forest-Fires-Data-Set
森林火灾数据集,可作为 数 据 挖 掘 的数据库(Forest fires dataset can be used as data mining database)
森林火灾数据集,可作为 数 据 挖 掘 的数据库(Forest fires dataset can be used as data mining database)
EEMD分解,通过对信号进行分解重构实现降噪目的( Reduct the signal noise through the decomposition reconstruction)
Softmax用于多分类问题,本例是将MNIST手写数字数据库中的数据0-9十个数字进行分类,其中训练样本有6万个,测试样本有1万个数字是0~9(Softmax for multi classification problems, the present case is the handwritten data MNIST digital 0-9, classification, training samples which have 60,000, there are 10,000 test samples digit 0 to 9)
读取MIT-BIH数据库,每个人的心电数据。(Read the MIT-BIH database, everyone' s ECG data.)
matlab,vb,VC 数据库混合编程(project with matlab,vb,VC)
数据分组处理算法GMDH源代码是自组织数据挖掘的核心算法,具有很强的泛化能力,相比回归分析法可以处理小样本数据(GMDH packet processing algorithms source code is the core of self-organizing data mining algorithm, which has strong generalization ability, compared with regression analysis can deal with small samples)
说明: 此Matlab代码实现了Drude-Lorentz和Debye-Lorentz算法(LD模型),用于计算金属的介电常数。当然Drude-Lorentz方法也可以用来计算纯水的。(This Matlab code implements the Drude-Lorentz and Debye-Lorentz algorithm (LD model), used to calculate the dielectric constant of metal. Of course, Drude-Lorentz method can also be used to calculate the pure water.)
在MATLAB里,对数据进行拟合,在双对数坐标下,看数据是否符合幂律分布,求出幂指数,并绘出图形。(In MATLAB, the pairs of data fitting, in double logarithmic coordinates to see whether the data meet the power-law distribution, find the power index, and draw the graph.)