Skip to content
No description, website, or topics provided.
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
.gitignore
README.md
label.jsonlist.gz
spectrum.png
survey.jsonlist.gz

README.md

Dataset for "On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection"

Distributed together with:
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection.
Vivian Lai and Chenhao Tan.
In Proceedings of ACM FAT* Conference 2019.

If you use the dataset, please cite

@inproceedings{lai+tan:19,
    author = {Vivian Lai and Chenhao Tan},
    title = {On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection},
    year = {2019},
    booktitle = {Proceedings of FAT*}
}


This repository contains the dataset that we collected from our user study.

  • label.jsonlist.gz contains users inputs including human predictions, the associated experimental condition, and review information.
  • survey.jsonlist.gz contains users response in the exit survey including demographic information.

Check out our demo page here! 😺

spectrum

You can’t perform that action at this time.