Provide example analysis of evidence data

LiFaytheGoblin commented 1 year ago

So far, the plugin creates a bunch of evidence - but how to use it for an audit? Provide a sample Jupyter Notebook that demonstrates what can be read from the evidence.

[ ] imbalanced training/ testing data/ dataset (using related_data)
[x] unfairness in predictions dataset
[ ] optional: re-building the model using the given parameters and training & testing it in Jupyter notebook. Changing parameters to see if that improves any bias.

Provide the example analysis

[x] upload the notebooks & used evidence in a repo
[x] link to the repo in the wiki

LiFaytheGoblin commented 1 year ago

https://github.com/LiFaytheGoblin/moodle-tool_lala-example-evidence-analysis

LiFaytheGoblin commented 9 months ago

https://github.com/LiFaytheGoblin/moodle-tool_lala/wiki/Auditing

LiFaytheGoblin / moodle-tool_lala

Provide example analysis of evidence data #23