Description Usage Arguments Author(s) References
Function to plot gbm response variables, with the option of adding a smooth representation of the response if requested additional options in this version allow for plotting on a common scale. Note hat fitted functions are centered by subtracting their mean.
1 2 3 |
gbm.object |
a gbm object - could be one from gbm.step |
variable.no |
the var to plot - if zero then plots all |
smooth |
Logical. If |
rug |
Logical. If |
n.plots |
plot the first n most important preds |
common.scale |
Logical. If |
write.title |
Logical. If |
y.label |
the default y-axis label |
x.label |
the default x-axis label |
show.contrib |
Logical. If |
plot.layout |
define the default layout for graphs on the page |
... |
other arguments to pass to the plotting useful options include cex.axis, cex.lab, etc. |
John R. Leathwick and Jane Elith
Elith, J., J.R. Leathwick and T. Hastie, 2009. A working guide to boosted regression trees. Journal of Animal Ecology 77: 802-81
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