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Machine Learning Quick Reference
book

Machine Learning Quick Reference

by Rahul Kumar
January 2019
Intermediate to advanced
294 pages
6h 43m
English
Packt Publishing
Content preview from Machine Learning Quick Reference

CPT

Let's do the CPT for connector 1:

 

The dog barks

The dog doesn't bark

Aggregate

It rains

               10

              4

          14

It doesn't rain

                8

              5

          13

Aggregate

              18

              9

          27

 

Here, we are talking about the following scenarios:

  • Probability (Dog barks|It rains) = 10/14
  • Probability (Dog doesn't bark | It rain) = 4/14
  • Probability (Dog barks | It doesn't rain) = 8/13
  • Probability (Dog doesn't bark | It doesn't rain) = 5/13

 

 The dog barks

 The dog doesn't bark

It rains

               10/14

              4/14

It doesn't rain

                8/13

              5/13

 

The following diagram ...

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Publisher Resources

ISBN: 9781788830577