How Long to Read Analysis of Rare Categories

How Long Does it Take to Read Analysis of Rare Categories?

It takes the average reader 2 hours and 19 minutes to read Analysis of Rare Categories by Jingrui He

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

Description

In many real-world problems, rare categories (minority classes) play essential roles despite their extreme scarcity. The discovery, characterization and prediction of rare categories of rare examples may protect us from fraudulent or malicious behavior, aid scientific discovery, and even save lives. This book focuses on rare category analysis, where the majority classes have smooth distributions, and the minority classes exhibit the compactness property. Furthermore, it focuses on the challenging cases where the support regions of the majority and minority classes overlap. The author has developed effective algorithms with theoretical guarantees and good empirical results for the related techniques, and these are explained in detail. The book is suitable for researchers in the area of artificial intelligence, in particular machine learning and data mining.

How long is Analysis of Rare Categories?

Analysis of Rare Categories by Jingrui He is 136 pages long, and a total of 34,816 words.

This makes it 46% the length of the average book. It also has 43% more words than the average book.

How Long Does it Take to Read Analysis of Rare Categories Aloud?

The average oral reading speed is 183 words per minute. This means it takes 3 hours and 10 minutes to read Analysis of Rare Categories aloud.

What Reading Level is Analysis of Rare Categories?

Analysis of Rare Categories is suitable for students ages 10 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 Analysis of Rare Categories?

Analysis of Rare Categories by Jingrui He is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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