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

In SHAPforxgboost: SHAP Plots for 'XGBoost'

Make customized scatter plot with diagonal line and R2 printed.

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 May 31, 2023, 8:20 p.m.