Data Mining Algorithms in C++: Data Patterns and Algorithms for Modern Applications Contributor(s): Masters, Timothy (Author) |
|
ISBN: 148423314X ISBN-13: 9781484233146 Publisher: Apress OUR PRICE: $75.99 Product Type: Paperback - Other Formats Published: December 2017 |
Additional Information |
BISAC Categories: - Mathematics | Probability & Statistics - General - Computers | Programming Languages - General - Computers | Databases - Data Mining |
Dewey: 005.11 |
Physical Information: 0.64" H x 7" W x 10" (1.17 lbs) 286 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Discover hidden relationships among the variables in your data, and learn how to exploit these relationships. 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 theory, and commented C++ source code. Many of these techniques are recent developments, still not in widespread use. Others are standard algorithms given a fresh look. In every case, the focus is on practical applicability, with all code written in such a way that it can easily be included into any program. The Windows-based DATAMINE program lets you experiment with the techniques before incorporating them into your own work. What You'll Learn
Who This Book Is For Anyone interested in discovering and exploiting relationships among variables. Although all code examples are written in C++, the algorithms are described in sufficient detail that they can easily be programmed in any language. |