Displaying 1 result from an estimated 1 matches for "cmp_fname_c1".
2011 Sep 07
1
randomForest memory footprint
...9;s and I used knn imputation to fill in other gaps.
When I load in my dataset, R uses no more than 100 megs of RAM. I'm
running a 64-bit R with ~4 gigs of RAM available. When I execute the
randomForest() function, however I get memory complaints. Example:
> summary(mydata1.clean[,3:10])
cmp_fname_c1 cmp_lname_c1 cmp_sex cmp_bd
cmp_bm cmp_by cmp_plz is_match
Min. :0.0000 Min. :0.0000 Min. :0.0000 Min. :0.0000
Min. :0.0000 Min. :0.0000 Min. :0.00000 FALSE:572820
1st Qu.:0.2857 1st Qu.:0.1000 1st Qu.:1.0000 1st Qu....