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 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...
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
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 ...
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...
15.4 Data Mining with R • Data Mining with R—Learning by Case Studieshttp://www.liaad.up.pt/∼ltorgo/DataMiningWithR/ • Data Mining Algorithms In Rhttp://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R • Statistics with Rhttp://zoonek2.free.fr/UNIX/48_R/all.html •...
Sentiment analysis and opinion mining are features offered by the Language service, a collection of machine learning and AI algorithms in the cloud for developing intelligent applications that involve written language. These features help you find out what people think of your brand or topic ...
It can be used on Windows, Linux Ubuntu 18.04, CudoOS, and macOS. It can mine up to 9 coins from 5 different mining algorithms on both GPU and CPUs concurrently. It mines only in an idle mood. How to mine with Cudo Miner:
Mining Model Support Tables: Mining algorithm settings for different algorithms used in Oracle Communications Data Model are stored in the support tables. These support tables start with "DM". Building a mining model creates few tables and views which start with "DM$". Note: Do not delete table...
In this paper, we present two efficient tree-based algorithms for mining recent WFIs (RWFIs), which consider both item weights and the recency of patterns. A novel tree called the recent weighted frequent (RWF)-tree and a sorted downward closure property of RWFIs are proposed. Moreover, tw...