ROC with PCA

Amin_fakhar
Amin_fakhar New Altair Community Member
edited November 5 in Community Q&A
I am gonna show a comparison KNN model before and after applying PCA through ROC but get this error, can anyone help me?
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Answers

  • lionelderkrikor
    lionelderkrikor New Altair Community Member
    Hi @Amin_fakhar,

    Two items : 

     1. You don't need to implement Cross Validation operators inside the Compare ROC operator. The Compare ROC operator itself
    performs a k-fold cross validation to calculate the ROC curves. (just set the number of folds k in the Compare ROC parameters)
    2. To avoid the error you describe, please use the Group Models operator for PCA and kNN.

    Check the working process in attached file and adapt it to your own data.

    Hope this helps,

    Regards,

    Lionel
  • Amin_fakhar
    Amin_fakhar New Altair Community Member
    edited May 2020
    Hi @lionelderkrikor ,
    Yes, great thanks, it works, thank u so much for your attention. 

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