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where do sensitivity, specificity, recall and precision terms come from?



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$begingroup$


Binomial classification accuracy metrics is filled with lot of definitions as sensitivity, specificity, recall, precision. Sometimes I have felt confused with the terms and I would appreciate if instead of memorizing the terms, I understand why they are called in such way.



Do someone know where such terms come from? Can someone reccommend a book chapter with the history of this terms or how they rose up to the literature?










share|cite|improve this question











$endgroup$

















    1












    $begingroup$


    Binomial classification accuracy metrics is filled with lot of definitions as sensitivity, specificity, recall, precision. Sometimes I have felt confused with the terms and I would appreciate if instead of memorizing the terms, I understand why they are called in such way.



    Do someone know where such terms come from? Can someone reccommend a book chapter with the history of this terms or how they rose up to the literature?










    share|cite|improve this question











    $endgroup$















      1












      1








      1





      $begingroup$


      Binomial classification accuracy metrics is filled with lot of definitions as sensitivity, specificity, recall, precision. Sometimes I have felt confused with the terms and I would appreciate if instead of memorizing the terms, I understand why they are called in such way.



      Do someone know where such terms come from? Can someone reccommend a book chapter with the history of this terms or how they rose up to the literature?










      share|cite|improve this question











      $endgroup$




      Binomial classification accuracy metrics is filled with lot of definitions as sensitivity, specificity, recall, precision. Sometimes I have felt confused with the terms and I would appreciate if instead of memorizing the terms, I understand why they are called in such way.



      Do someone know where such terms come from? Can someone reccommend a book chapter with the history of this terms or how they rose up to the literature?







      statistics terminology statistical-inference math-history






      share|cite|improve this question















      share|cite|improve this question













      share|cite|improve this question




      share|cite|improve this question








      edited Apr 14 at 7:14









      Lee David Chung Lin

      4,50841342




      4,50841342










      asked Mar 26 at 10:14









      Sergio Marrero MarreroSergio Marrero Marrero

      206




      206






















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