How Long to Read Incremental Version-Space Merging: A General Framework for Concept Learning

How Long Does it Take to Read Incremental Version-Space Merging: A General Framework for Concept Learning?

It takes the average reader 2 hours and 5 minutes to read Incremental Version-Space Merging: A General Framework for Concept Learning by Haym Hirsh

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

Description

One of the most enjoyable experiences in science is hearing a simple but novel idea which instantly rings true, and whose consequences then begin to unfold in unforeseen directions. For me, this book presents such an idea and several of its ramifications. This book is concerned with machine learning. It focuses on a ques tion that is central to understanding how computers might learn: "how can a computer acquire the definition of some general concept by abstracting from specific training instances of the concept?" Although this question of how to automatically generalize from examples has been considered by many researchers over several decades, it remains only partly answered. The approach developed in this book, based on Haym Hirsh's Ph.D. dis sertation, leads to an algorithm which efficiently and exhaustively searches a space of hypotheses (possible generalizations of the data) to find all maxi mally consistent hypotheses, even in the presence of certain types of incon sistencies in the data. More generally, it provides a framework for integrat ing different types of constraints (e.g., training examples, prior knowledge) which allow the learner to reduce the set of hypotheses under consideration.

How long is Incremental Version-Space Merging: A General Framework for Concept Learning?

Incremental Version-Space Merging: A General Framework for Concept Learning by Haym Hirsh is 124 pages long, and a total of 31,496 words.

This makes it 42% the length of the average book. It also has 38% more words than the average book.

How Long Does it Take to Read Incremental Version-Space Merging: A General Framework for Concept Learning Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 52 minutes to read Incremental Version-Space Merging: A General Framework for Concept Learning aloud.

What Reading Level is Incremental Version-Space Merging: A General Framework for Concept Learning?

Incremental Version-Space Merging: A General Framework for Concept Learning 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 Incremental Version-Space Merging: A General Framework for Concept Learning?

Incremental Version-Space Merging: A General Framework for Concept Learning by Haym Hirsh 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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