scatter.plot.diagonal: Make customized scatter plot with diagonal line and R2...

In SHAPforxgboost: SHAP Plots for 'XGBoost'

Description

Make customized scatter plot with diagonal line and R2 printed.

Usage

scatter.plot.diagonal(
  data,
  x,
  y,
  size0 = 0.2,
  alpha0 = 0.3,
  dilute = FALSE,
  add_abline = FALSE,
  add_hist = TRUE,
  add_stat_cor = TRUE
)

Arguments

data	dataset
x	x
y	y
size0	point size, default to 1 of nobs<1000, 0.4 if nobs>1000
alpha0	alpha of point
dilute	a number or logical, dafault to TRUE, will plot nrow(data_long)/dilute data. For example, if dilute = 5 will plot 1/5 of the data. if dilute = TRUE will plot half of the data.
add_abline	default to FALSE, add a diagonal line ggExtra::ggMarginal but notice if add histogram, what is returned is no longer a ggplot2 object
add_hist	optional to add marginal histogram using ggExtra::ggMarginal but notice if add histogram, what is returned is no longer a ggplot2 object
add_stat_cor	add correlation and p-value from ggpubr::stat_cor

Value

ggplot2 object if add_hist = FALSE

Examples

scatter.plot.diagonal(data = iris, x = "Sepal.Length", y = "Petal.Length")

SHAPforxgboost documentation built on March 28, 2021, 9:06 a.m.