visualize_both: Visualize the PPS & correlation matrices

In ppsr: Predictive Power Score

Description

Visualize the PPS & correlation matrices

Usage

visualize_both(
  df,
  color_value_positive = "#08306B",
  color_value_negative = "#8b0000",
  color_text = "#FFFFFF",
  include_missings = TRUE,
  nrow = 1,
  ...
)

Arguments

df	data.frame containing columns for x and y
color_value_positive	color used for upper limit of gradient (high positive correlation)
color_value_negative	color used for lower limit of gradient (high negative correlation)
color_text	string, hex value or color name used for text, best to pick high contrast with color_value_high
include_missings	bool, whether to include the variables without correlation values in the plot
nrow	numeric, number of rows, either 1 or 2
...	any arguments passed to score

Value

a grob object, a grid with two ggplot2 heatmap visualizations

Examples

visualize_both(iris)

visualize_both(mtcars, do_parallel = TRUE, n_cores = 2)

ppsr documentation built on March 2, 2021, 5:06 p.m.