This book presents many of the important topics and methodologies widely used in data mining, whilst demonstrating the internal operation and usage of data mining algorithms using examples in R programming language - free book at FreeComputerBooks.com -
Data Mining AlgorithmsSchedule, Weekly
This book presents a collection of data-mining algorithms that are effective in a wide variety of prediction and classification applications. All algorithms include an intuitive explanation of operation, essential equations, references to more rigorous
All of the Microsoft data mining algorithms can be extensively customized and are fully programmable, using the provided APIs. You can also automate the creation, training, and retraining of models by using the data mining components in Integration Services....
Data Mining for Business Analytics: Concepts, Techniques, and Applications in R presents an applied approach to data mining concepts and methods, using R software for illustration Readers will learn how to implement a variety of popular data mining algorithms in R (a free and open-source software...
performance with SQL Server Analysis Services. All of the Microsoft data mining algorithms can be extensively customized and are fully programmable, using the provided APIs. You can also automate the creation, training, and retraining of models by using the data mining components in Integration ...
5. Naive Bayes in R example Iris Data 6. Data Mining Algorithms In R/Classification/Naïve Bayes 7. 理解朴素贝叶斯算法中的拉普拉斯平滑 8. 算法杂货铺——分类算法之朴素贝叶斯分类(Naive Bayesian classification) 9. 贝叶斯推断及其互联网应用(一):定理简介 ...
More resources: Which Languages Should You Learn for Data Science [Freecode Camp] Data Mining Algorithms In R [Wikibooks] Best Python Modules for Data Mining [KD Nuggets]2. Big data processing frameworks:Hadoop, Storm, Samza, Spark, FlinkProcessing frameworks compute over the data in the ...
除了e1071包以外,kernlab包同样也可进行SVM算法的R实现,这里不再详细介绍,有兴趣的读者可自行查阅相关学习资料。 References: Package ‘e1071’ 基于R语言的支持向量机实现 SVM example with Iris Data in R Data Mining Algorithms In R/Classification/SVM R上的LIBSVM Package — e1071 [入門篇] R上的LIBSVM...
Microsoft SQL Server Analysis Services provides several algorithms for use in your data mining solutions. These algorithms are a subset of all the algorithms that can be used for data mining. You can also use third-party algorithms that comply with the OLE DB for Data Mining specification. For...