Jigsaw - Agile Community Rules Classification

Overview

This competition challenges you to build models that predict which specific rule a Reddit comment might have broken, using a dataset of moderated comments and hypothetical rules. The goal is to help moderators uphold community-specific norms and bring more clarity to content moderation.

Requirements

You need to create a binary classifier using Kaggle Notebooks, predicting the probability of a comment violating a given rule. Submissions must be in submission.csv format, with 'rowid' and 'ruleviolation' columns. Notebooks must run within 12 hours (CPU or GPU) with internet access disabled. Freely available external data and pre-trained models are allowed.

Prizes

The competition offers a total of $100,000 in prizes. First place wins $35,000, second place receives $25,000, and third place gets $15,000. Teams placing 4th through 8th will each receive $5,000. The competition awards Kaggle points and medals.