How will Occam's Razor principle work in Machine learning












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The following question displayed in the image was asked during one of the exams recently. I am not sure if I have correctly understood the Occam's Razor principle or not. According to the distributions and decision boundaries given in the question and following the Occam's Razor the decision boundary B in both the cases should be the answer. Because as per Occam's Razor, choose the simpler classifier which does a decent job rather than the complex one.



Can someone please testify if my understanding is correct and the answer chosen is appropriate or not?
Please help as I am just a beginner in machine learning



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    $begingroup$


    The following question displayed in the image was asked during one of the exams recently. I am not sure if I have correctly understood the Occam's Razor principle or not. According to the distributions and decision boundaries given in the question and following the Occam's Razor the decision boundary B in both the cases should be the answer. Because as per Occam's Razor, choose the simpler classifier which does a decent job rather than the complex one.



    Can someone please testify if my understanding is correct and the answer chosen is appropriate or not?
    Please help as I am just a beginner in machine learning



    the question










    share|improve this question







    New contributor




    user1479198 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.







    $endgroup$















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      $begingroup$


      The following question displayed in the image was asked during one of the exams recently. I am not sure if I have correctly understood the Occam's Razor principle or not. According to the distributions and decision boundaries given in the question and following the Occam's Razor the decision boundary B in both the cases should be the answer. Because as per Occam's Razor, choose the simpler classifier which does a decent job rather than the complex one.



      Can someone please testify if my understanding is correct and the answer chosen is appropriate or not?
      Please help as I am just a beginner in machine learning



      the question










      share|improve this question







      New contributor




      user1479198 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.







      $endgroup$




      The following question displayed in the image was asked during one of the exams recently. I am not sure if I have correctly understood the Occam's Razor principle or not. According to the distributions and decision boundaries given in the question and following the Occam's Razor the decision boundary B in both the cases should be the answer. Because as per Occam's Razor, choose the simpler classifier which does a decent job rather than the complex one.



      Can someone please testify if my understanding is correct and the answer chosen is appropriate or not?
      Please help as I am just a beginner in machine learning



      the question







      machine-learning classification






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      user1479198 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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      user1479198 is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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