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ROC with PCA

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

Image: https://us.v-cdn.net/6030995/uploads/editor/tw/66zaze3cvefu.jpg

Image: https://us.v-cdn.net/6030995/uploads/editor/n0/y3hl9xvzgbxp.jpg

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AI Studio

AUC ROC

k-NN

Cross Validation

Compare Models

Principal Component Analysis (PCA)

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lionelderkrikor

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

PCA_kNN_Comapre_ROC.rmp

Amin_fakhar

Hi @lionelderkrikor ,
Yes, great thanks, it works, thank u so much for your attention.