Download e-book for iPad: Data Mining with R: Learning with Case Studies, Second by Luis Torgo

By Luis Torgo

ISBN-10: 1482234890

ISBN-13: 9781482234893

Data Mining with R: studying with Case reviews, moment Edition makes use of functional examples to demonstrate the ability of R and information mining. delivering an intensive replace to the best-selling first version, this re-creation is split into components. the 1st half will characteristic introductory fabric, together with a brand new bankruptcy that gives an advent to information mining, to counterpoint the already current creation to R. the second one half comprises case reviews, and the recent version strongly revises the R code of the case reports making it extra up to date with contemporary applications that experience emerged in R.

The ebook doesn't imagine any past wisdom approximately R. Readers who're new to R and information mining might be capable of stick to the case experiences, and they're designed to be self-contained so the reader can begin at any place within the rfile.

The publication is followed by means of a collection of freely on hand R resource documents that may be acquired on the book’s site. those documents contain the entire code utilized in the case experiences, and so they facilitate the "do-it-yourself" technique within the book.

Designed for clients of knowledge research instruments, in addition to researchers and builders, the ebook may be precious for an individual attracted to getting into the "world" of R and information mining.

About the Author

Luís Torgo is an affiliate professor within the division of laptop technology on the college of Porto in Portugal. He teaches Data Mining in R in the NYU Stern university of commercial’ MS in enterprise Analytics application. An energetic researcher in computing device studying and knowledge mining for greater than twenty years, Dr. Torgo can be a researcher within the Laboratory of synthetic Intelligence and information research (LIAAD) of INESC Porto LA.

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Additional info for Data Mining with R: Learning with Case Studies, Second Edition

Example text

Thus producing a vector with as many logical values as there are elements in x. If we use this vector of logical values to index x, we get as a result the positions of x that correspond to the true values: > x[x > 0] [1] 4 45 90 This reads as follows: Give me the positions of x for which the following logical expression is true. Notice that this is another example of the notion of function composition, which we will use rather frequently. 21 This means that the first instruction shows us the elements of x that are either less than or equal to −2, or greater than 5.

The “Contributed” subsection of the “Documentation” section at the R Web site, includes several free books on different facets of R. nz/). 25 Windows 26 These and Mac OS X versions of R also include a dedicated script editor. can be listed issuing ls(), as mentioned before. Chapter 3 Introduction to Data Mining The approach followed in this book is to learn Data Mining through solving a set of case studies. This means that concepts of this discipline are introduced as they are needed.

7808423 R has many more probability functions, as well as other functions for obtaining the probability densities, the cumulative probability densities, and the quantiles of these distributions. 9 Data Mining with R: Learning with Case Studies Sub-Setting We have already seen examples of how to get one element of a vector by indicating its position inside square brackets. R also allows you to use vectors within the brackets. There are several types of index vectors. Logical index vectors extract the elements corresponding to true values.

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Data Mining with R: Learning with Case Studies, Second Edition by Luis Torgo

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