summary.gbdt: Compute the relative influence of each variable in the model

In jiho/soundclass: Signal classifier for sounds

Description

Compute the relative influence of each variable in the model

Usage

## S3 method for class 'gbdt'
summary(object, n.trees = object$best.iter, ...)

Arguments

object	a gbdt object, from fit.gbdt
n.trees	number of trees used in the computation.
...	passed to summary.gbm

See Also

summary.gbm in package gbm

Examples

data(sirena)
m <- fit.gbdt(x=sirena, n.trees=3, shrinkage=0.01, interaction.depth=1,
              n.cores=1)
# NB: The arguments values are caricatural here for the example to run
#     quickly enough and because the data is easy.
# NB: n.cores = 1 is necessary for examples to run on all machines. Feel
#     free to remove it and use more cores on your machine.
summary(m)

jiho/soundclass documentation built on June 5, 2019, 10:10 p.m.