push_dataset: Adds new datasets to Arena

In arenar: Arena for the Exploration and Comparison of any ML Models

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)

arenar documentation built on Oct. 23, 2020, 8:03 p.m.