Applies ToRevolution Analytics

Performance tuning options for rxDForest/rxDTree

Goal

Options

Performance

xVal              = 0      # (rxDTree) number of cross-validations during fittingcomputeOobError   = -1     # (rxDForest) do not compute OOB prediction errorsscheduleOnce      = TRUE   # launch via rxExec (if modest data; best for Hadoop)                           # Requires nTree = #trees / #tasksblocksPerRead     = large  # if the input is an XDF file – Warning: reduce this if memory consumption is an issueverbose           = 0      # minimize console outputreportProgress    = 0      # dittouseSparseCube     = FALSE  # sparse cube is a bit slower so avoid if possible

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