How Long to Read Data Mining Algorithms in C++

How Long Does it Take to Read Data Mining Algorithms in C++?

It takes the average reader 5 hours and 3 minutes to read Data Mining Algorithms in C++ by Timothy Masters

Assuming a reading speed of 250 words per minute. Learn more

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 Use Monte-Carlo permutation tests to provide statistically sound assessments of relationships present in your data Discover how combinatorially symmetric cross validation reveals whether your model has true power or has just learned noise by overfitting the data Work with feature weighting as regularized energy-based learning to rank variables according to their predictive power when there is too little data for traditional methods See how the eigenstructure of a dataset enables clustering of variables into groups that exist only within meaningful subspaces of the data Plot regions of the variable space where there is disagreement between marginal and actual densities, or where contribution to mutual information is high 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.

How long is Data Mining Algorithms in C++?

Data Mining Algorithms in C++ by Timothy Masters is 296 pages long, and a total of 75,776 words.

This makes it 100% the length of the average book. It also has 93% more words than the average book.

How Long Does it Take to Read Data Mining Algorithms in C++ Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 54 minutes to read Data Mining Algorithms in C++ aloud.

What Reading Level is Data Mining Algorithms in C++?

Data Mining Algorithms in C++ is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Data Mining Algorithms in C++?

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