iofv_vs_mod: Objective function changes across models

In xpose.xtras: Extra Functionality for the 'xpose' Package

Objective function changes across models

Description

Another visualization of how individual objective functions change over the course of model development.

Usage

iofv_vs_mod(
  xpdb_s,
  ...,
  .lineage = FALSE,
  auto_backfill = FALSE,
  mapping = NULL,
  orientation = "x",
  type = "bjc",
  title = "Individual OFVs across models",
  subtitle = "Based on @nind individuals, Initial OFV: @ofv",
  caption = "Initial @dir",
  tag = NULL,
  axis.text = "@run",
  facets,
  .problem,
  quiet
)

Arguments

xpdb_s	<xpose_set> object
...	<tidyselect> of models in set. If empty, all models are used in order of their position in the set. May also use a formula, which will just be processed with all.vars().
.lineage	<logical> where if TRUE, ... is processed
auto_backfill	<logical> If TRUE, apply <backfill_iofv()> automatically. FALSE by default to encourage data control as a separate process to plotting control.
mapping	ggplot2 style mapping
orientation	Defaults to x
type	Passed to <xplot_boxplot>
title	Plot title
subtitle	Plot subtitle
caption	Plot caption
tag	Plot tag
axis.text	What to label the model. This is parsed on a per-model basis.
facets	Additional facets
.problem	Problem number
quiet	Silence output

Value

The desired plot

Examples

pheno_set %>%
  focus_qapply(backfill_iofv) %>%
  iofv_vs_mod()

pheno_set %>%
  focus_qapply(backfill_iofv) %>%
  iofv_vs_mod(run3,run11,run14,run15)

pheno_set %>%
  focus_qapply(backfill_iofv) %>%
  iofv_vs_mod(.lineage = TRUE)

xpose.xtras documentation built on April 4, 2025, 2:13 a.m.