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How to build confusion matrix , when predicted value and actual value is in sentence?


How to define confusion matrix for classification?How can I group texts with similar content together?Predicting sales in unobserved locationsHow to determine threshold in Sigmoid functionDoc2vec to calculate cosine similarity - absolutely inaccurateHow do I convert an L2 norm to a probability?Vertical and horizontal lines appearing on large confusion matrix?What to do if training loss decreases but validation loss does not decrease?Find all potential similar documents out of a list of documents using clusteringIs there any similarity function to compare two strings and give them a score like scipy cosine similarity for comparing arrays?













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I am building some model, which predict on basis of highest probability from history and I am assuming this is best action.
I am comparing this with real action.



Predicted : process resumed somedate2



Actual : process resumed at somedate1



As both are similar and assumed this is correct prediction.



I have applied cosine similarity for same and doing comparison.



Is there any better way to compare same and to check accuracy ?



Any help will be appreciated.









share







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Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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    0












    $begingroup$


    I am building some model, which predict on basis of highest probability from history and I am assuming this is best action.
    I am comparing this with real action.



    Predicted : process resumed somedate2



    Actual : process resumed at somedate1



    As both are similar and assumed this is correct prediction.



    I have applied cosine similarity for same and doing comparison.



    Is there any better way to compare same and to check accuracy ?



    Any help will be appreciated.









    share







    New contributor




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







    $endgroup$















      0












      0








      0





      $begingroup$


      I am building some model, which predict on basis of highest probability from history and I am assuming this is best action.
      I am comparing this with real action.



      Predicted : process resumed somedate2



      Actual : process resumed at somedate1



      As both are similar and assumed this is correct prediction.



      I have applied cosine similarity for same and doing comparison.



      Is there any better way to compare same and to check accuracy ?



      Any help will be appreciated.









      share







      New contributor




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







      $endgroup$




      I am building some model, which predict on basis of highest probability from history and I am assuming this is best action.
      I am comparing this with real action.



      Predicted : process resumed somedate2



      Actual : process resumed at somedate1



      As both are similar and assumed this is correct prediction.



      I have applied cosine similarity for same and doing comparison.



      Is there any better way to compare same and to check accuracy ?



      Any help will be appreciated.







      machine-learning python nlp confusion-matrix





      share







      New contributor




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










      share







      New contributor




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








      share



      share






      New contributor




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









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      AkhileshAkhilesh

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