Large Data analysis assessment method

Large Data analysis assessment method

Effectiveness and efficiency (in a classification model as an example)                                                 

 

 

  • effect

    • Accuracy
      • Unlabeled data model do make judgments in the correct proportions
      • example:

         

         

         

         

         

         

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        Accuracy see the line, see the recall column

         

         

         

         

    • Recall
      • It is the number of samples for a category, the model correctly judge the proportion of the total number of such samples
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    • F value
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  • effectiveness

    • time complexity
    • Space complexity
    • Throughput
    • Speedup ratio

 

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Origin www.cnblogs.com/lonelyshy/p/12432164.html