Comments (1)
Hi, the uidProtectedAttributeField
is used here. It is meant to be provided when using a top-level driver program like MeasureDatasetFairnessMetrics or MeasureModelFairnessMetrics. If you are using the lower-level APIs, you may not need to make use of this.
LiFT allows users to specify a dataset of interest and another dataset containing just the protected attribute values. In order to join these two datasets, it needs a join key for both datasets. For the dataset of interest, this is given by the uidfield
(the 'unique ID field'), and for the protected attribute dataset, this is given by the uidProtectedAttributeField
.
For example, if your dataset of interest had the fields (userId, score, label)
and the protected attribute dataset had the fields (user_id, gender)
, uidField
would be userId
and uidProtectedAttributeField
would be user_id
.
Hope that helps!
from lift.
Related Issues (3)
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from lift.