ingredients (version 2.2.0)

bind_plots: Bind Multiple ggplot Objects

Description

This is an aesthetically efficient implementation of the grid.arrange

Usage

bind_plots(..., byrow = FALSE)

Value

(gtable) A plottable object with plot().

Arguments

...

(ggplot) ggplot objects to combine.

byrow

(logical) if FALSE (the default) the plots are bind by columns, otherwise the plots are bind by rows.

Author

https://github.com/harell

Examples

# \donttest{
library("DALEX")
library("ingredients")

titanic_glm <- glm(survived ~ gender + age + fare,
                   data = titanic_imputed, family = "binomial")

explain_glm <- explain(titanic_glm,
                       data = titanic_imputed,
                       y = titanic_imputed$survived,
                       verbose = FALSE)

pdp_numerical <- partial_dependence(explain_glm, N = 50, variable_type = "numerical")
pdp_categorical <- partial_dependence(explain_glm, N = 50, variable_type = "categorical")

# Bind plots by rows
bind_plots(plot(pdp_numerical), plot(pdp_categorical), byrow = TRUE)

# Bind plots by columns
bind_plots(plot(pdp_numerical), plot(pdp_categorical), byrow = FALSE)
# }