tidy_agtboost {autostats}R Documentation

tidy agtboost

Description

Boosted tree regression using the agtboost package. Variable importance plot is printed along with returning the model. Noise features are eliminated from the plot.

Usage

tidy_agtboost(.data, formula, ...)

Arguments

.data

dataframe

formula

formula

...

additional parameters to pass to gbt.train

Details

agtboost: Adaptive and Automatic Gradient Tree Boosting Computations

Value

agtboost model of class Rcpp_ENSEMBLE

Examples


iris %>%
tidy_formula(target = Petal.Length) -> f1

iris %>%
 tidy_agtboost(f1)

[Package autostats version 0.3.0 Index]