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 |