You will be evaluated by comparing your Submission CSV to the ground truth Solution CSV with respect the chosen the Mean F1 Score. This competition is worth 30% of your grade for the DM2023-Lab2-Homework. The scoring will be given according to your place in the Private Leaderboard ranking: Bottom 40%: Get 20% of the score (ie. 20% of 30% ) Top 41% - 100%: Get (101-x)% of the score, where x is your ranking in the leaderboard (ie. (101-x)% of 30% ) Submission Format Submit a CSV file with your predictions. It should contain two string-type columns: id and emotion. Make sure you include the headers as well id, emotion 0x356d9a, surprise 0x2c7743, surprise 0x2c1eed, surprise 0x2826ea, surprise etc.