guosyjlu / DS-Agent

Official implementation of "DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning" in ICML'24
95 stars 12 forks source link

Inquiry About answer.csv in the Kaggle Competition #8

Open WinstonLiyt opened 4 weeks ago

WinstonLiyt commented 4 weeks ago

Hello,

Thank you for your work! I am currently exploring the Spaceship Titanic competition within your Kaggle datasets and noticed a file named answer.csv in the env folder. It seems to be associated with evaluating the model's performance. Could you please clarify what answer.csv represents and how it is generated? Is this file a standard part of the competition's data, or is it something produced during model training or evaluation?

Thank you for your assistance!

guosyjlu commented 4 weeks ago

Hi, thanks for your interest in our work.

answer.csv is precisely the ground-truth label of the test set. This file is a standard part of the competition's data, which functions similarly as the learderboard in Kaggle to evaluate the performance of the trained ML models.

WinstonLiyt commented 2 weeks ago

Okey, thank you!