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cmp_bd
2011 Sep 07
1
randomForest memory footprint
Hello, I am attempting to train a random forest model using the
randomForest package on 500,000 rows and 8 columns (7 predictors, 1
response). The data set is the first block of data from the UCI
Machine Learning Repo dataset "Record Linkage Comparison Patterns"
with the slight modification that I dropped two columns with lots of
NA's and I used knn imputation to fill in other gaps.