Description: 详细讲述了spss的强大功能,包括回归分析、方差分析-Detailed explanation on the power of SPSS, including regression analysis, analysis of variance Platform: |
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Author:tangmai |
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Description: 本人编写的incremental 随机神经元网络算法,该算法最大的特点是可以保证approximation特性,而且速度快效果不错,可以作为学术上的比较和分析。目前只适合benchmark的regression问题。
具体效果可参考
G.-B. Huang, L. Chen and C.-K. Siew, “Universal Approximation Using Incremental Constructive Feedforward Networks with Random Hidden Nodes”, IEEE Transactions on Neural Networks, vol. 17, no. 4, pp. 879-892, 2006.
-I prepared by incremental random neural network algorithm, which is characterized by the largest approximation properties can be guaranteed, and fast good results can be used as an academic comparison and analysis. The current benchmark is only suitable for the regression problem. Specific effects may refer G.-B. Huang, L. Chen and C.-K. Siew, Platform: |
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Description: 计算机常用数值计算算法与程序(C++),主要用于科学计算中的复数运算,多项式与连分式计算,矩阵运算,矩阵特征值与特征向量的计算,线性方程组求解,非线性方程(组)求解,插值,数值积分,常微分方程(组)求解,数值拟合与逼近,数据处理与回归分析,极值等。
-Commonly used computer algorithms and numerical procedures (C++), Mainly used for scientific computing complex in the computation, polynomials and continued fractions calculation, matrix operations, matrix eigenvalue and eigenvector calculation, solving linear equations , non-linear equation (group) to solve, interpolation, numerical integration, ordinary differential equations (group) to solve, numerical simulation and approximation, data processing and regression analysis, extreme value, etc.. Platform: |
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Description: weka全名是怀卡托智能分析环境(Waikato Environment for Knowledge Analysis),是一个公开的数据挖掘工作平台,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-full name is weka intelligent analysis environment Waikato (Waikato Environment for Knowledge Analysis), is an open platform for data mining work, collection of a large number of data mining capable of undertaking the task of machine learning algorithms, including data pre-processing, classification, regression , clustering, association rules, as well as in the new interactive visualization interface Platform: |
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Description: 统计分析软件课程设计是专业必修的实践教学课程。通过课程设计使学生系统地了解SAS软件的基本统计分析功能和操作编程方法,掌握描述统计、假设检验、回归分析和方差分析等统计方法,并将此方法运用于社会经济问题的管理、决策及因素分析中。使学生了解当前统计方法应用的前沿和热点问题。 -Statistical analysis software, curriculum design is a professional practice of compulsory courses. Curriculum design through the system so that students understand the SAS statistical analysis software, the basic function and operation of programming, master descriptive statistics, hypothesis testing, regression analysis and analysis of variance and other statistical methods, this method will be applied to the management of socio-economic problems, factor in decision-making and analysis. To enable students to understand the current application of cutting-edge statistical methods and hot issues. Platform: |
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Principal Component Analysis and Regression-Principal component analysis and principal component regression Principal Component Analysis and Regression Platform: |
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