资源列表
python-knn
- 主要利用Python软件，利用KNN算法对垃圾邮件进行分类(This paper mainly uses Python software to classify spam mail by using KNN algorithm)
python-logistic
- 对因变量为0-1属性变量，利用Logistic算法，对其进行回归预测(The dependent variable is the 0-1 attribute variable, and the Logistic algorithm is used to predict it)
广义线性模型
- 这种模型是把自变量的线性预测函数当作因变量的估计值(The model takes the linear prediction function of the independent variable as the estimate of dependent variable)
处理缺失数据的高级方法
- 数据探索分析中处理缺失数据的高级处理方法(Advanced processing methods for missing data processing in data discovery analysis)
方差分析
- 方差分析又称“变异数分析”，是R.A.Fisher发明的，用于两个及两个以上样本均数差别的显著性检验(ANOVA, also called variance analysis, was invented by R.A.Fisher, which was used to test the significance of the mean difference between two and more than two samples)
重抽样与自助法
- 当数据抽样于非正态分布时，如未知或混合分布、样本量过小、存在离群点、基于理论分布设计合适的统计检验过于复杂且数学上难以处理等情况，这时基于随机化和重抽样的统计方法可派上用场。(When the sampling data in non normal distribution, such as the unknown or mixed distribution, the sample size is too small, there are outliers, based on the theor
主成分和因子分析
- 主成分分析是多元统计分析中用来分析数据的一种方法，它是用一种较少数量的特征对样本进行描述以达到降低特征空间维数的方法(Principal component analysis is a method of data used in multivariate statistical analysis, it is describing the samples with characteristics of a small number of methods to reduce the dimens
cubalagi (with function)
- MultiAgent for matlab. Still need to update the code to function better.
cuba psm
- Need to update to function better
clssifier
- 自带100个数据点，二分类，二属性，基于lda分类(Linear classifier based on LDA)
MATLAB的数值分析
- 本书以matlab为平台，介绍了数值分析预图形可视化，内容涉及matlab介绍，数学分析的数值基础，数值方法在工程科学数学问题中的应用以及绘图等内容。(This book is based on MATLAB, introduces the numerical analysis of pre visualization, covering MATLAB, numerical basis of mathematical analysis, numerical method in Mathemati
Zhihu_voters-master
- 爬知乎数据，转载某博客，用于投票信息获取，亲测可用。(python-Zhihu_voters-master)