nasa-impact/ej-classification

Environment Justice classification (EJ) model.

This is a multi-label classification model for NASA's SDE Environment Justice portal, Based on INDUS Model

There are 8 EJ indicators + 1 non-EJ indicator. The idx-to-label mapping is:

"0": "Not EJ",
"1": "Climate Change",
"2": "Disasters",
"3": "Extreme Heat",
"4": "Food Availability",
"5": "Health & Air Quality",
"6": "Human Dimensions",
"7": "Urban Flooding",
"8": "Water Availability"

Evaluation of the Model

Accompanying paper can be found here: https://arxiv.org/abs/2405.10725