https://communities.sas.com/t5/SAS-Data-Science/Prediction-After-Random-Forest/m-p/828153#M10254 <P>You should be able to use the SCORE statement to create a data set with the predicted values for the training data:&nbsp;<A href="https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hpforest_syntax08.htm" target="_blank">https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hpforest_syntax08.htm</A></P> <P>Or you can use the SAVE statement to create an analytic store ("astore") file that allows you to score new data using that generated file in HP4SCORE:&nbsp;<A href="https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hpforest_syntax07.htm" target="_blank">https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hpforest_syntax07.htm</A></P> <P>and&nbsp;<A href="https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hp4score_toc.htm" target="_blank">https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hp4score_toc.htm</A>&nbsp;&nbsp;</P> <P>&nbsp;</P> <P>Hope that helps.</P> Wed, 10 Aug 2022 19:27:50 GMT WendyCzika 2022-08-10T19:27:50Z https://communities.sas.com/t5/SAS-Data-Science/Prediction-After-Random-Forest/m-p/828147#M10253 <P>Hi.&nbsp; &nbsp;Is there a way in SAS to generate predicted values after running a random forest model?&nbsp; I've looked at the HPFOREST documentation and I don't see a way of doing this.&nbsp; &nbsp;I've done something similar with CART with Proc HPSPLIT, but I couldn't find a similar way to do it for Random Forests.&nbsp; Thank you.</P> Wed, 10 Aug 2022 19:03:12 GMT https://communities.sas.com/t5/SAS-Data-Science/Prediction-After-Random-Forest/m-p/828147#M10253 eggle005 2022-08-10T19:03:12Z https://communities.sas.com/t5/SAS-Data-Science/Prediction-After-Random-Forest/m-p/828153#M10254 <P>You should be able to use the SCORE statement to create a data set with the predicted values for the training data:&nbsp;<A href="https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hpforest_syntax08.htm" target="_blank">https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hpforest_syntax08.htm</A></P> <P>Or you can use the SAVE statement to create an analytic store ("astore") file that allows you to score new data using that generated file in HP4SCORE:&nbsp;<A href="https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hpforest_syntax07.htm" target="_blank">https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hpforest_syntax07.htm</A></P> <P>and&nbsp;<A href="https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hp4score_toc.htm" target="_blank">https://go.documentation.sas.com/doc/en/emhpprcref/15.2/emhpprcref_hp4score_toc.htm</A>&nbsp;&nbsp;</P> <P>&nbsp;</P> <P>Hope that helps.</P> Wed, 10 Aug 2022 19:27:50 GMT https://communities.sas.com/t5/SAS-Data-Science/Prediction-After-Random-Forest/m-p/828153#M10254 WendyCzika 2022-08-10T19:27:50Z