Generates plots for mlr3survival::TaskSurv.

# S3 method for TaskSurv
autoplot(object, type = "target", ...)

Arguments

object

(mlr3survival::TaskSurv).

type

(character(1)): Type of the plot. Available choices:

  • "target": bar plot of target variable (default).

  • "duo": Passes data and additional arguments down to GGally::ggduo. columnsX is target, columnsY is features.

  • "pairs": Passes data and additional arguments down to GGally::ggpairs. Color is set to target column.

...

(any): Additional argument, possibly passed down to the underlying plot functions.

Value

ggplot2::ggplot() object.

Examples

library(mlr3) library(mlr3survival) task = mlr_tasks$get("lung") head(fortify(task))
#> time status age inst meal.cal pat.karno ph.ecog ph.karno sex wt.loss #> 1: 306 TRUE 74 3 1175 100 1 90 m NA #> 2: 455 TRUE 68 3 1225 90 0 90 m 15 #> 3: 1010 FALSE 56 3 NA 90 0 90 m 15 #> 4: 210 TRUE 57 5 1150 60 1 90 m 11 #> 5: 883 TRUE 60 1 NA 90 0 100 m 0 #> 6: 1022 FALSE 74 12 513 80 1 50 m 0
autoplot(task)
autoplot(task, strata = "sex")
autoplot(task, type = "duo")
#> Warning: Removed 1 rows containing non-finite values (stat_smooth).
#> Warning: Removed 1 rows containing missing values (geom_point).
#> Warning: Removed 1 rows containing non-finite values (stat_boxplot).
#> Warning: Removed 47 rows containing non-finite values (stat_smooth).
#> Warning: Removed 47 rows containing missing values (geom_point).
#> Warning: Removed 47 rows containing non-finite values (stat_boxplot).
#> Warning: Removed 3 rows containing non-finite values (stat_smooth).
#> Warning: Removed 3 rows containing missing values (geom_point).
#> Warning: Removed 3 rows containing non-finite values (stat_boxplot).
#> Warning: Removed 1 rows containing non-finite values (stat_smooth).
#> Warning: Removed 1 rows containing missing values (geom_point).
#> Warning: Removed 1 rows containing non-finite values (stat_boxplot).
#> Warning: Removed 1 rows containing non-finite values (stat_smooth).
#> Warning: Removed 1 rows containing missing values (geom_point).
#> Warning: Removed 1 rows containing non-finite values (stat_boxplot).
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> Warning: Removed 4 rows containing missing values (geom_tile).
#> Warning: Removed 14 rows containing non-finite values (stat_smooth).
#> Warning: Removed 14 rows containing missing values (geom_point).
#> Warning: Removed 14 rows containing non-finite values (stat_boxplot).