Right For the First Time extends the idea of RRR (Right for the Right Reasons) of constraining machine learning models to prevent them from learning rules that humans know are wrong. The idea of using a small amount of human annotated data to constrain the explanations is an evolution to a definitively preventive measure compared to letting unguided heuristics that struggle to come up with constraints on their own.
To setup RFFT, just run python setup.py install.
This should run on both Python 2 and 3.
The examples/ folder has been organized into domains of image, tabular, and text. Each folder consists of a set of evolving experiments that demonstrate the capability of RFFT.
Amogh Mannekote
Shishira R Maiya
Vishal Panjeta
Ahamed Shoaib