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PARDEP_CONF.md

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Rego Partial Dependence Plot Configuration File

parameter Value
var.name Name of variable to be considered.
## Partial Dependence plot control
num.obs Number of observations to include in averaging calculation (default is 500).
var.num.values Number of distinct variable evaluation points (default is 200).
var.trim.qntl Trim extreme values of variable (default is 0.025)
var.rug.qntl Rug quantile to show numeric variable data density (default is 0.1).
var.levels.las Text orientation of level names (for categorical variable). Default is 1.
show.pdep.dist Show partial dependence distribution (default is 0 -- i.e FALSE)
show.yhat.mean Show partial dependence mean
var.boxplot.range This determines how far the whiskers of a categorical variable extend out from the boxplot's box (this value times interquartile range gives whiskers range). Default is 1.0e-4.
## Output
out.path
out.fname output file name (default is var.name.PNG)
## Model and installation info
model.path
rf.working.dir path to working directory where model will be saved to. If not specified, an attempt to read environment variable RF_WORKING_DIR will be made.
log.level one of kLogLevelDEBUG, kLogLevelINFO, kLogLevelWARNING, kLogLevelERROR, kLogLevelFATAL, kLogLevelCRITICAL. Controls the verbosity of the logging messages