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Plot method for the gbt function
# S3 method for gbt
plot(
x,
plots = "",
nrobs = Inf,
incl = NULL,
incl_int = NULL,
shiny = FALSE,
custom = FALSE,
...
)Return value from gbt
Plots to produce for the specified Gradient Boosted Tree model. Use "" to avoid showing any plots (default). Options are ...
Number of data points to show in scatter plots (-1 for all)
Which variables to include in a coefficient plot or PDP plot
Which interactions to investigate in PDP plots
Did the function call originate inside a shiny app
Logical (TRUE, FALSE) to indicate if ggplot object (or list of ggplot objects) should be returned. This option can be used to customize plots (e.g., add a title, change x and y labels, etc.). See examples and https://ggplot2.tidyverse.org for options.
further arguments passed to or from other methods
See https://radiant-rstats.github.io/docs/model/gbt.html for an example in Radiant
gbt to generate results
summary.gbt to summarize results
predict.gbt for prediction
result <- gbt(
titanic, "survived", c("pclass", "sex"),
early_stopping_rounds = 0, nthread = 1
)
plot(result)
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