f_model_importance_svm: extract variable importance for svm

In erblast/oetteR: Collection of personal R functions

Description

extract variable importance for svm

Usage

f_model_importance_svm(m, data)

Arguments

m	model of class svm
data	original training dataframe

Details

uses 1D-SA 1 dimensional sensitivity analysis using rminer::Importance()

Value

dataframe

Examples

#regression
m = e1071::svm(mtcars, disp~.)
f_model_importance_svm(m, mtcars)

#classification
data = mtcars
data$cyl = factor(data$cyl, ordered = T)
m = e1071::svm(data, cyl~.)
f_model_importance_svm(m, data)

erblast/oetteR documentation built on May 27, 2019, 12:11 p.m.