issues
search
AlexOlza
/
estratificacion
Risk Stratification project to predict the healthcare needs of the Basque population (Osakidetza & BCAM)
0
stars
0
forks
source link
Assess fairness w/respect to gender (milestone outline)
#60
Closed
AlexOlza
closed
1 year ago
AlexOlza
commented
2 years ago
[x] Build separate models for each sex. Expected code modifications:
[ ] new experiment, same algorithms. Include new attribute in config file(s?). kwarg gender in getData (if config hasattr...)
[x] Report the results of current models amongst sex subgroups separately. The code modifications above should suffice.
[ ]Decide which fairness metrics we want to analyze
[ ] Inspect the python libraries listed in the article "Algorithmic Fairness in Computational Medicine"
[ ] If needed, implement fairness metrics in python