plot_varimp_xgboost {autostats} | R Documentation |
Plot varimp xgboost
Description
recommended parameters to control;
Usage
plot_varimp_xgboost(
xgb,
top_n = 10L,
aggregate = NULL,
as_table = FALSE,
formula = NULL,
measure = c("Gain", "Cover", "Frequency"),
...
)
Arguments
xgb |
xgb.Booster model |
top_n |
top n important variables |
aggregate |
a character vector. Predictors containing the string will be aggregated, and renamed to that string. |
as_table |
logical, default FALSE. If TRUE returns importances in a data frame |
formula |
formula for the model. Use to provide original names if xgboost is scrambling the names internally |
measure |
choose between Gain, Cover, or Frequency for xgboost importance measure |
... |
additional arguments for |
Details
top_n
number of features to include in the graph
Value
ggplot
[Package autostats version 0.4.1 Index]