Thanks JakesVenter,    The thing that I only can see a small code when i open the Model and get the code from it or run scoring code export node (In this node in particular there is 2 codes 1 very long one with all the variables and other is the small one that I'm putting below. Please note that this small code that I'm displaying below is the same code I can find from the Model node itself.   Appreciate your advice.   Data work.myoutput; Set scoreset; *------------------------------------------------------------*; * EM SCORE CODE; * EM Version: 13.2; * SAS Release: 9.04.01M2P072314; * Host: SC-172-20-150-203; * Encoding: utf-8; * Locale: en_US; * Project Path: /sasdata2/SAS-USERS/melsofany/MNP/MNP_Test; * Project Name: MNP_Test; * Diagram Id: EMWS1; * Diagram Name: Imp_vars; * Generated by: unxsrv; * Date: 30AUG2016:16:13:19; *------------------------------------------------------------*; *------------------------------------------------------------*; * TOOL: Input Data Source; * TYPE: SAMPLE; * NODE: Ids; *------------------------------------------------------------*; *------------------------------------------------------------*; * TOOL: Partition Class; * TYPE: SAMPLE; * NODE: Part; *------------------------------------------------------------*; *------------------------------------------------------------*; * TOOL: Extension Class; * TYPE: MODEL; * NODE: HPDMForest5; *------------------------------------------------------------*; %macro em_hpfst_score; %if %symexist(hpfst_score_input)=0 %then %let hpfst_score_input=&em_score_output; %if %symexist(hpfst_score_output)=0 %then %let hpfst_score_output=&em_score_output; %if %symexist(hpfst_id_vars)=0 %then %let hpfst_id_vars = _ALL_; %let hpvvn= %sysfunc(getoption(VALIDVARNAME)); options validvarname=V7; proc hp4score data=&hpfst_score_input; id &hpfst_id_vars; %if %symexist(EM_USER_OUTMDLFILE)=0 %then %do; score file="/sasdata2/SAS-USERS/melsofany/MNP/MNP_Test/MNP_Test/Workspaces/EMWS1/HPDMForest5/OUTMDLFILE.bin" out=&hpfst_score_output; %end; %else %do; score file="&EM_USER_OUTMDLFILE" out=&hpfst_score_output; %end; PERFORMANCE DETAILS; run; options validvarname=&hpvvn; data &hpfst_score_output; set &hpfst_score_output; %mend; %em_hpfst_score; *------------------------------------------------------------*; *Computing Classification Vars: Target; *------------------------------------------------------------*; length _format200 $200; drop _format200; _format200= ' ' ; _p_= 0 ; drop _p_ ; if P_Target1 - _p_ > 1e-8 then do ; _p_= P_Target1 ; _format200='1'; end; if P_Target0 - _p_ > 1e-8 then do ; _p_= P_Target0 ; _format200='0'; end; I_Target=dmnorm(_format200,32); ; label U_Target = 'Unnormalized Into: Target'; if I_Target='1' then U_Target=1; if I_Target='0' then U_Target=0; data &em_score_output; set &em_score_output; *------------------------------------------------------------*; * TOOL: Score Node; * TYPE: ASSESS; * NODE: Score; *------------------------------------------------------------*; *------------------------------------------------------------*; * Score: Creating Fixed Names; *------------------------------------------------------------*; LABEL EM_EVENTPROBABILITY = 'Probability for level 1 of Target'; EM_EVENTPROBABILITY = P_Target1; LABEL EM_PROBABILITY = 'Probability of Classification'; EM_PROBABILITY = max( P_Target1 , P_Target0 ); LENGTH EM_CLASSIFICATION $%dmnorlen; LABEL EM_CLASSIFICATION = "Prediction for Target"; EM_CLASSIFICATION = I_Target; run; ... View more

Dear All, I went through all the conversation and understood that I can't directly extract the RF Scoring code and run it directly through EG like it's done with DT or Regressions etc.. All i need to know now how can I extract the RFscoring code to run it through EG or is this impossible to be done ?   Thanks in advance. Mohammad ElSofany Data Scientist  ... View more

Dear Jason,   Thanks for your reply and kindly find below my feedback on your question in the end :   Since I am using the Propensity scores in the end to rank my scored base by Score and not using the scores as a absolute number, the answer will be yes. In the mean time I will need to adjust the probabilites inorder to be able to get the real probability for the event to occur.   Do you agree with that ?   Thanks BR Mohammad ElSofany. ... View more

Dear Wendy, Can I do the same as above with Decesion Trees?   Best Regards, Mohammed ElSofany Data Scientist ... View more

Dear Reeza, Thank you for all the message very much!   Yes It's a calculation , I have built a Decesion Trees Model with Binary Classification. To build this model I have used Oversampling approach . I have't used any Decesion Nodes ( Before Model or After Model ) I want to get the Probability of occurnace of the event from the P_target_1 P_target_1 is not probability it's Model Score . I need to have the Probability .   I hope I was clear enough,   Thanks and best regards, Mohammed ElSofany ... View more

Thanks Rally for your reply , Is this can be applied even if I didn't use Decesion Node and I have used Oversampling ?   Regards, ... View more

In a matter of fact I still can't get it from the both links .   All I am looking for is to get the Probability using the Score and using overall Probabilty of event occure gained from trainning data or cross validation data.   VBR ... View more

As a matter of fact that's simmilar to what I'm reading now : )     https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/decisionForests_MSR_TR_2011_114.pdf   Thanks ! Mohammed ElSofany ... View more

Dear Reeza, Thanks for your reply . Normaly DT is not Probabilistic . But what if I want to extract from the Score produced a Probability of the event to happen (to be 1 not 0 ) .   Thanks  ... View more

Thanks Jason for the generous information, you have covered all my doubts and enquires  Have a nice day! Mohammed ElSofany ... View more