7. Selecting the best fit

Welcome to ClientVPS Mirrors

library(quollr)
library(dplyr)
library(ggplot2)
library(patchwork)

set.seed(20240110)

This illustrates how to compare multiple NLDR layouts and select the most appropriate one. The evaluation is typically based on hexbin error (HBE), allowing you to assess the quality of different binning configurations or modeling strategies.

Step 1: Generate design for 2-D NLDR layouts

We begin by specifying a layout design for arranging the plots. The design defines the arrangement of 2-D NLDR layouts.

design <- gen_design(n_right = 4, ncol_right = 2)

Step 2: Visualising HBE across configurations

To visually compare multiple 2-D NLDR layouts, we use the plot_hbe_layouts() function. This function plots HBE values against different bin width configurations along with 2-D NLDR layouts, making it easier to identify the best-performing model visually.


plot_hbe_layouts(plots = scurve_plts, design = design)

HBE Vs binwidths.

Need a high-speed mirror for your open-source project?
Contact our mirror admin team at info@clientvps.com.

This archive is provided as a free public service to the community.
Proudly supported by infrastructure from VPSPulse , RxServers , BuyNumber , UnitVPS , OffshoreName and secure payment technology by ArionPay.