here are the rules for the Student GPA Prediction Competition:

**Eligibility**: The competition is open to all participants. There is no entry fee.

**Data**: The data set will be released on 28 May, 2023. The data set includes over 100 features, such as gender, ethnicity, religion, state of origin, age, hobby, school type, parental education level, extracurricular activity, learning disability, school location, tutoring/mentoring program, parental involvement level, bullying experience, study time, attendance percentage, self-motivation level, study environment rating, stress level, parental support rating, note-taking habits, number of extracurricular activities participated, number of leadership roles held, teacher quality rating, number of school resources available, peer interaction level, exam maths, exam english, exam social science, and GPA.

**Submissions**: Submissions will be accepted from May 28, 2023 to March 31, 2024. Participants can submit their predictions as often as they like. The final predictions will be evaluated on the test set.

**Evaluation**: The competition will be evaluated using the Root Mean Square Error (RMSE) metric. The participant with the lowest RMSE will be the winner of the competition.

**Leaderboard**: The leaderboard will be updated daily with the latest scores from the participants. The leaderboard will be sorted by the RMSE metric. The participant with the lowest RMSE will be at the top of the leaderboard.

### Rules:
 The following rules apply to the competition:

- Participants must agree to the competition rules before participating.

- Participants must use the provided data set to make their predictions.

- Participants must not use any external data or resources to make their predictions.

- Participants must not submit multiple submissions for the same prediction.

- Participants must not engage in any behavior that could be considered cheating or unfair.

Any participant who violates the competition rules will be disqualified.