Proc HPSVM-running out of computing resources(insufficient memory)

rboire — Thu, 08 Jun 2017 20:37:28 GMT

See below log file output. be great if anyone can advise.

645 proc hpsvm data=LIB1.DEVASS method=activeset;
2646       kernel rbf / k_par = 1.5;
2647      /* input
2648   /level=nominal;*/
2649       input
2650       PAYCASHDRAWEROTHR PAYBILLADJ
2651
2652 JOINGROUPTENURE
2653
2654   TOT12ERSBASICCOST
2655   PC_PRMMSINSUR
2656   LTVGROUPDESC1
2657    PCPAY12
2658    AGE
2659 /level=interval;
2660       target RESPONSE;
2661       output outclass=outclass outfit=outfit outest=outest;
2662   run;

NOTE: For a binary or nominal target, descending order is used.
NOTE: For HPSVM target variable, the binary type is used.
NOTE: The HPSVM procedure is executing in single-machine mode.
ERROR: The SAS System stopped processing this step because of insufficient memory.
NOTE: There were 25107 observations read from the data set LIB1.DEVASS.

Re: Proc HPSVM-running out of computing resources(insufficient memory)

SASKiwi — Fri, 09 Jun 2017 03:13:13 GMT

Run your program using the SAS option FULLSTIMER to report the memory being used. Compare that to your MEMSIZE setting which you can get from PROC OPTIONS. Post your findings.

Where is your code running? On a remote server or on your PC? To change MEMSIZE on a remote server requires admin privileges. In any case you are using a procedure which probably requires a lot of memory. At the end of the day you may need to reduce the data being modelled or simplify the model.

topic Proc HPSVM-running out of computing resources(insufficient memory) in SAS Data Science

Proc HPSVM-running out of computing resources(insufficient memory)

Re: Proc HPSVM-running out of computing resources(insufficient memory)