RapidMiner 9.7 is Now Available

Lots of amazing new improvements including true version control! Learn more about what's new here.

CLICK HERE TO DOWNLOAD

How to output AUC for Rating prediction Extension

MeraMera Member Posts: 4 Newbie
edited June 16 in Help
Hello, I'm trying to output AUC for Rating prediction plugin, but the performance(Rating prediction) only outputs RSME, how can i output AUC ?
i tried the performance(binomial classification) but it requires to have binomial lables while my ratings is numerical, which decreased the performance, is there a way to output AUC while having numerical label ?
Thank you.

Answers

  • varunm1varunm1 Moderator, Member Posts: 1,197   Unicorn
    Hello @Mera

    AUC is a measure calculated from ROC curves and the ROC curves are plotted only for classification problems. If you have numerical labels, then your problem is regression and this is the reason RMSE is an appropriate metric for that.
    Regards,
    Varun
    https://www.varunmandalapu.com/

    Be Safe. Follow precautions and Maintain Social Distancing

    lionelderkrikorThiru
Sign In or Register to comment.