aclhs (version 1.0.1)

aclhs.plot_scatterplot: Plot the scatterplot of the acLHS subsamples.

Description

Plots the acLHS-sampled points of independent and dependent variables of the data as a scatterplot over the original points.

Usage

aclhs.plot_scatterplot(df, aclhs_samples, plot_params)

Value

No return value, called for side effects

Arguments

df

The original data in dataframe format

aclhs_samples

The acLHS-derived sample indices

plot_params

The plotting parameters to use

Examples

#' ## Get the data of interest and get the acLHS sample indices
data(ex_data_2D)
input2D <- ex_data_2D
aclhs_sam <- aclhs(df=input2D, num_samples=50, weights=c(1,1,1), iter=100)

## Set plotting parameters
p_params <- aclhs.plot_params(file_name=tempfile(fileext=".png"),
                              xlab=expression(bold("Temperature")),
                              ylab=expression(bold("CO2 Efflux")))

## Create plot
aclhs.plot_scatterplot(df=input2D, aclhs_samples=aclhs_sam,
                       plot_params=p_params)