plot.local_surrogate_explainer

0th

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Generic plot function for local surrogate explainers

Generic plot function for local surrogate explainers

Usage
# S3 method for local_surrogate_explainer
plot(x, ..., geom = "point")
Arguments
x

object of class local_surrogate_explainer

...

other objects of class local_surrogate_explainer. If provided, models will be plotted in rows, response levels in columns.

geom

If "point", lines with points at the end will be plotted, if "bar", bars will be plotted and if "arrow", arrows.

Aliases
  • plot.local_surrogate_explainer
Examples
# NOT RUN {
# Example based on apartments data from DALEX package.
library(DALEX)
library(randomForest)
library(localModel)
data('apartments')
mrf <- randomForest(m2.price ~., data = apartments, ntree = 50)
explainer <- explain(model = mrf,
                     data = apartments[, -1])
model_lok <- individual_surrogate_model(explainer, apartments[5, -1],
                                        size = 500, seed = 17)
model_lok
plot(model_lok)

# }
Documentation reproduced from package localModel, version 0.3.11, License: GPL

Community examples

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