From b9695e80314fe91b891c9a2e3f792805b9c729bd Mon Sep 17 00:00:00 2001 From: Birte Kristina Friesel Date: Fri, 1 Dec 2023 16:11:09 +0100 Subject: textual and visual data analysis (wip) --- doc/analysis-textual.md | 8 ++++++++ doc/analysis-visual.md | 10 ++++++++++ 2 files changed, 18 insertions(+) create mode 100644 doc/analysis-textual.md create mode 100644 doc/analysis-visual.md (limited to 'doc') diff --git a/doc/analysis-textual.md b/doc/analysis-textual.md new file mode 100644 index 0000000..bea2099 --- /dev/null +++ b/doc/analysis-textual.md @@ -0,0 +1,8 @@ +# Textual Data Analysis + +## Parameter and NFP overview + +`--info` prints the names and ranges of observed **parameters** (configuration values) and **Observations** (performance attributes / NFPs). +It is also helpful to determine if and how parameter filters affect the subset of data used for analysis. + +## parameter filters diff --git a/doc/analysis-visual.md b/doc/analysis-visual.md new file mode 100644 index 0000000..eb1914b --- /dev/null +++ b/doc/analysis-visual.md @@ -0,0 +1,10 @@ +# Visual Data Analysis + +The parameter and NFP filters from [Textual Data Analysis](analysis-textual.md) apply here as well. + +## Raw Data Visualization + +There are two ways of visualizing all measured data independent of their parameters: + +* `--boxplot PREFIX` writes boxplots of all observations to PREFIX/(name)-(attribute).pdf. These may be helpful to see which observations are stable and which show a lot of variance, possibly due to the influence of parameters. +* `--plot-unparam=name:attribute:ylabel` plots all observations of name/attribute in the order in which they were observed. Useful to identify trends, especially when the parameter variation scheme is known as well. -- cgit v1.2.3