Find-S Algorithm Impementation (python) | Machine Learning concepts | 2018

Описание к видео Find-S Algorithm Impementation (python) | Machine Learning concepts | 2018

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Find-S Algorithm (Concept):
   • Find-S Algorithm (concept) | Machine ...  

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Find-S Algorithm
1. Initialize h to the most specific hypothesis in H
2. For each positive training instance x
2.1 For each attribute constraint a i in h :
2.1.1 If the constraint a i in h is satisfied by x Then do nothing
2.1.2 Else replace a i in h by the next more general constraint that is satisfied by x
3. Output hypothesis h


(important) Guaranteed to output the most specific hypothesis within H that is consistent with the positive training examples.
(important) Notice that negative examples are ignored.


Refer the code of Find-S here:
https://github.com/codewrestling/VTU-...


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