How to select histogram bins for machine learning task?

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I'm using a histogram values as features in the machine learning task.

How to select the best bins?



I thought at the beginning to break the range into large bins, than break significant bins again but until when?



And may be there a special methods for histogram bins selection in machine learning case?




machine-learning




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    up vote
    -1
    down vote

    favorite












    I'm using a histogram values as features in the machine learning task.

    How to select the best bins?



    I thought at the beginning to break the range into large bins, than break significant bins again but until when?



    And may be there a special methods for histogram bins selection in machine learning case?




    machine-learning




    share|cite|improve this question























      up vote
      -1
      down vote

      favorite









      up vote
      -1
      down vote

      favorite











      I'm using a histogram values as features in the machine learning task.

      How to select the best bins?



      I thought at the beginning to break the range into large bins, than break significant bins again but until when?



      And may be there a special methods for histogram bins selection in machine learning case?




      machine-learning




      share|cite|improve this question













      I'm using a histogram values as features in the machine learning task.

      How to select the best bins?



      I thought at the beginning to break the range into large bins, than break significant bins again but until when?



      And may be there a special methods for histogram bins selection in machine learning case?





      machine-learning





      share|cite|improve this question












      share|cite|improve this question




      share|cite|improve this question








      edited yesterday









      amWhy

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      victor1234

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          This is one of the big challenges of designing any learning machine, and as far as I know not something which can be answered on a general basis. Try a few times with your real data on your specific problem, and decide on something which seems reasonable. That will probably give you a better result than anything any of us are able to give you.






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            This is one of the big challenges of designing any learning machine, and as far as I know not something which can be answered on a general basis. Try a few times with your real data on your specific problem, and decide on something which seems reasonable. That will probably give you a better result than anything any of us are able to give you.






            share|cite|improve this answer

























              up vote
              0
              down vote













              This is one of the big challenges of designing any learning machine, and as far as I know not something which can be answered on a general basis. Try a few times with your real data on your specific problem, and decide on something which seems reasonable. That will probably give you a better result than anything any of us are able to give you.






              share|cite|improve this answer























                up vote
                0
                down vote










                up vote
                0
                down vote









                This is one of the big challenges of designing any learning machine, and as far as I know not something which can be answered on a general basis. Try a few times with your real data on your specific problem, and decide on something which seems reasonable. That will probably give you a better result than anything any of us are able to give you.






                share|cite|improve this answer













                This is one of the big challenges of designing any learning machine, and as far as I know not something which can be answered on a general basis. Try a few times with your real data on your specific problem, and decide on something which seems reasonable. That will probably give you a better result than anything any of us are able to give you.







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                share|cite|improve this answer











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                Arthur

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