push_dataset {arenar}

Adds new datasets to Arena

Description

Adds data frame to create exploratory data analysis plots

Usage

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)
# add another dataset
HR <- DALEX::HR
arena <- arena %>% push_dataset(HR, "status", "HR")
print(arena)