RemixAutoML (version 0.4.2)

multiplot: Multiplot is a function for combining multiple plots

Description

Sick of copying this one into your code? Well, not anymore.

Usage

multiplot(..., plotlist = NULL, cols = 2, layout = NULL)

Arguments

...

Passthrough arguments

plotlist

This is the list of your charts

cols

This is the number of columns in your multiplot

layout

Leave NULL

Value

Multiple ggplots on a single image

See Also

Other Graphics: ChartTheme(), RemixTheme(), TimeSeriesPlotter()

Examples

# NOT RUN {
Correl <- 0.85
data <- data.table::data.table(Target = runif(100))
data[, x1 := qnorm(Target)]
data[, x2 := runif(100)]
data[, Independent_Variable1 := log(
  pnorm(Correl * x1 + sqrt(1-Correl^2) * qnorm(x2)))]
data[, Predict := (
  pnorm(Correl * x1 + sqrt(1-Correl^2) * qnorm(x2)))]
p1 <- RemixAutoML::ParDepCalPlots(
  data,
  PredictionColName = "Predict",
  TargetColName = "Target",
  IndepVar = "Independent_Variable1",
  GraphType = "calibration",
  PercentileBucket = 0.20,
  FactLevels = 10,
  Function = function(x) mean(x, na.rm = TRUE))
p2 <- RemixAutoML::ParDepCalPlots(
  data,
  PredictionColName = "Predict",
  TargetColName = "Target",
  IndepVar = "Independent_Variable1",
  GraphType = "boxplot",
  PercentileBucket = 0.20,
  FactLevels = 10,
  Function = function(x) mean(x, na.rm = TRUE))
RemixAutoML::multiplot(plotlist = list(p1,p2), cols = 2)
# }