ROC with PCA

Amin_fakhar

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

lionelderkrikor

Hi@Amin_fakhar,

Two items :

1. You don't need to implementCross Validationoperators inside theCompare ROCoperator. TheCompare ROCoperator itself
performs a k-fold cross validation to calculate the ROC curves. (just set the number of folds k in theCompare ROCparameters)
2. To avoid the error you describe, please use theGroup Modelsoperator forPCAandkNN.

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

Hope this helps,

Regards,

Lionel

Amin_fakhar

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