README.md

---
license: apache-2.0
language:
- en
base_model:
- nasa-impact/nasa-smd-ibm-v0.1
library_name: transformers
---

Environment Justice classification (EJ) model.

This is a multi-label classification model for NASA's SDE Environment Justice portal, Based on [INDUS Model](https://huggingface.co/nasa-impact/nasa-smd-ibm-v0.1)

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

![image/png](https://cdn-uploads.huggingface.co/production/uploads/61099e5d86580d4580767226/I4CTiwKz3QZFqx4EJAnmN.png)



![image/png](https://cdn-uploads.huggingface.co/production/uploads/603d1533851e28093afadc90/7XG3szXu3fepY_g3_xKx_.png)


![image/png](https://cdn-uploads.huggingface.co/production/uploads/603d1533851e28093afadc90/FwlKjLW8mVVxOIEdBhR1f.png)

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