Adds data frame to create exploratory data analysis plots

push_dataset(arena, dataset, target, label)

Arguments

arena

live or static arena object

dataset

data frame used for EDA plots

target

name of target variable

label

label of dataset

Value

Updated arena object

Examples

library("DALEX") library("arenar") library("dplyr", quietly=TRUE, warn.conflicts = FALSE) # create live arena with only one dataset apartments <- DALEX::apartments arena <- create_arena(live=TRUE) %>% push_dataset(apartments, "m2.price", "apartment") print(arena)
#> ===== Live Arena Summary ===== #> Observations: #> Variables: construction.year, surface, floor, no.rooms, district #> Models: #> Datasets: apartment #> Remember to start server with run_server(arena)
# add another dataset HR <- DALEX::HR arena <- arena %>% push_dataset(HR, "status", "HR") print(arena)
#> ===== Live Arena Summary ===== #> Observations: #> Variables: construction.year, surface, floor, no.rooms, district, gender and 4 more #> Models: #> Datasets: apartment, HR #> Remember to start server with run_server(arena)