image

🎉 🎉 RAPIDMINER 9.10 IS OUT!!! 🎉🎉

Download the latest version helping analytics teams accelerate time-to-value for streaming and IIOT use cases.

CLICK HERE TO DOWNLOAD

Is standard deviation reported when the Loop Parameters operator is used?

caesarcaesar Member Posts: 6 Newbie
Hi. I have a CV where, if run on it's own (outside of a Loop Parameters operator) I get average accuracy and
the standard deviation. However, when I run my CV within the Loop Parameters operator, changing the Neural Net training cycles, I only get accuracy reported for each of my training cycle settings. Is it possible to have the standard deviation returned also - is there some setting I must apply?

Thank you.

Best Answers

  • yyhuangyyhuang Administrator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 351  RM Data Scientist
    Solution Accepted
    Hi @caesar,

    You are able to get the standard deviation of the performance metrics from Cross Validation. 

    The log will record the average performance from the cross validated models. To get more details, you may have to convert performance to data (example set) and then post-process tables for a summary ("append" for all iterations).

    Attached is an example process. Hope it helps.

    Cheers,
    YY
    lionelderkrikorMarcoBarradas
  • caesarcaesar Member Posts: 6 Newbie
    Solution Accepted
    Thanks very much, that does the job, appreciate that.
Sign In or Register to comment.