How Long to Read Ripple-Down Rules

By Paul Compton

How Long Does it Take to Read Ripple-Down Rules?

It takes the average reader 3 hours and 20 minutes to read Ripple-Down Rules by Paul Compton

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

Description

Machine learning algorithms hold extraordinary promise, but the reality is that their success depends entirely on the suitability of the data available. This book is about Ripple-Down Rules (RDR), an alternative manual technique for rapidly building AI systems. With a human in the loop, RDR is much better able to deal with the limitations of data. Ripple-Down Rules: The Alternative to Machine Learning starts by reviewing the problems with data quality and the problems with conventional approaches to incorporating expert human knowledge into AI systems. It suggests that problems with knowledge acquisition arise because of mistaken philosophical assumptions about knowledge. It argues people never really explain how they reach a conclusion, rather they justify their conclusion by differentiating between cases in a context. RDR is based on this more situated understanding of knowledge. The central features of a RDR approach are explained, and detailed worked examples are presented for different types of RDR, based on freely available software developed for this book. The examples ensure developers have a clear idea of the simple yet counter-intuitive RDR algorithms to easily build their own RDR systems. It has been proven in industrial applications that it takes only a minute or two per rule to build RDR systems with perhaps thousands of rules. The industrial uses of RDR have ranged from medical diagnosis through data cleansing to chatbots in cars. RDR can be used on its own or to improve the performance of machine learning or other methods.

How long is Ripple-Down Rules?

Ripple-Down Rules by Paul Compton is 196 pages long, and a total of 50,176 words.

This makes it 66% the length of the average book. It also has 61% more words than the average book.

How Long Does it Take to Read Ripple-Down Rules Aloud?

The average oral reading speed is 183 words per minute. This means it takes 4 hours and 34 minutes to read Ripple-Down Rules aloud.

What Reading Level is Ripple-Down Rules?

Ripple-Down Rules 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 Ripple-Down Rules?

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