flashlight (version 0.8.0)

light_recode: Recode Factor Columns

Description

Recodes factor levels of columns in data slots of an object of class light.

Usage

light_recode(x, ...)
# S3 method for default
light_recode(x, ...)
# S3 method for light
light_recode(x, what, levels, labels, ...)

Value

x with new factor levels of type_name column.

Arguments

x

An object of class light.

...

Further arguments passed to factor.

what

Column identifier to be recoded, e.g. "type". For backward compatibility, also the option identifier (e.g. "type_name") can be passed.

levels

Current levels/values of type_name column (in desired order).

labels

New levels of type_name column in same order as levels.

Methods (by class)

• default: Default method not implemented yet.

• light: Recoding factors in data slots of light object.

See Also

plot.light_effects.

Examples

fit_full <- lm(Sepal.Length ~ ., data = iris)
fit_part <- lm(Sepal.Length ~ Petal.Length, data = iris)
mod_full <- flashlight(model = fit_full, label = "full", data = iris, y = "Sepal.Length")
mod_part <- flashlight(model = fit_part, label = "part", data = iris, y = "Sepal.Length")
mods <- multiflashlight(list(mod_full, mod_part))
eff <- light_effects(mods, v = "Species")
eff <- light_recode(eff, what = "type_name",
                    levels = c("response", "predicted", "partial dependence", "ale"),
                    labels = c("Observed", "Fitted", "PD", "ALE"))
plot(eff, use = "all")