mi_tune_rp {MantaID} | R Documentation |
Tune decision tree model by hyperband.
Description
Tune decision tree model by hyperband.
Usage
mi_tune_rp(
data,
resampling = rsmp("bootstrap", ratio = 0.8, repeats = 5),
measure = msr("classif.acc"),
eta = 3
)
Arguments
data |
A tibble.All are numeric except the first column is a factor. |
resampling |
R6/Resampling. |
measure |
Model evaluation method.Use |
eta |
The percent parameter configurations discarded. |
Value
A list of tuning instance and stage plot.
[Package MantaID version 1.0.2 Index]