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ROC with PCA

Amin_fakharAmin_fakhar Member Posts: 2 Newbie
I am gonna show a comparison KNN model before and after applying PCA through ROC but get this error, can anyone help me?

Answers

  • lionelderkrikorlionelderkrikor Moderator, RapidMiner Certified Analyst, Member Posts: 1,190   Unicorn
    Hi @Amin_fakhar,

    Two items :ย 

    ย 1. You don't need to implementย 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_fakharAmin_fakhar Member Posts: 2 Newbie
    edited May 2020
    Hi @lionelderkrikor ,
    Yes, great thanks, it works, thank u so much for your attention.ย 
    lionelderkrikor
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