How Long to Read Data Preprocessing in Data Mining

How Long Does it Take to Read Data Preprocessing in Data Mining?

It takes the average reader 5 hours and 20 minutes to read Data Preprocessing in Data Mining by Salvador García

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

Description

Data Preprocessing for Data Mining addresses one of the most important issues within the well-known Knowledge Discovery from Data process. Data directly taken from the source will likely have inconsistencies, errors or most importantly, it is not ready to be considered for a data mining process. Furthermore, the increasing amount of data in recent science, industry and business applications, calls to the requirement of more complex tools to analyze it. Thanks to data preprocessing, it is possible to convert the impossible into possible, adapting the data to fulfill the input demands of each data mining algorithm. Data preprocessing includes the data reduction techniques, which aim at reducing the complexity of the data, detecting or removing irrelevant and noisy elements from the data. This book is intended to review the tasks that fill the gap between the data acquisition from the source and the data mining process. A comprehensive look from a practical point of view, including basic concepts and surveying the techniques proposed in the specialized literature, is given.Each chapter is a stand-alone guide to a particular data preprocessing topic, from basic concepts and detailed descriptions of classical algorithms, to an incursion of an exhaustive catalog of recent developments. The in-depth technical descriptions make this book suitable for technical professionals, researchers, senior undergraduate and graduate students in data science, computer science and engineering.

How long is Data Preprocessing in Data Mining?

Data Preprocessing in Data Mining by Salvador García is 320 pages long, and a total of 80,000 words.

This makes it 108% the length of the average book. It also has 98% more words than the average book.

How Long Does it Take to Read Data Preprocessing in Data Mining Aloud?

The average oral reading speed is 183 words per minute. This means it takes 7 hours and 17 minutes to read Data Preprocessing in Data Mining aloud.

What Reading Level is Data Preprocessing in Data Mining?

Data Preprocessing in Data Mining 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 Preprocessing in Data Mining?

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