| Sep – Oct, 2024 | - Development of a detailed project plan
- Establishment of the project web page
| Completed |
| Oct 1, 2024 | Deliverables of Phase 1
- Detailed project plan
- Project web page set up
| Completed |
| Oct – Nov, 2024 | Stage 1: Data Development
- Collecting data from racing database
- Data cleaning and standardization
- Constructing training and testing datasets
| Completed |
| Nov – Dec, 2024 | Stage 1: Model Development
- Building and training the machine learning model using a selected machine learning method
- Hyperparameter tuning to optimize model performance
- Evaluating the model accuracy and performance metrics
| Completed |
| Jan, 2024 | - Preparing interim report and presentation
| Completed |
| Mid-Jan, 2025 | First presentation | Completed |
| Jan 26, 2025 | Deliverables of Phase 2
- Preliminary implementation
- Detailed interim report
| Completed |
| Feb, 2025 | Stage 2: Model Enhancement and Comparative analysis
- Selecting a set of machine learning algorithms for comparative analysis
- Training of the model using the shortlisted algorithms
- Collecting and evaluating of model performance data
| In Progress |
| Mar – Apr, 2025 | - Source code clean-up to ensure clarity and maintainability
| In Progress |
| Late-Apr, 2025 | Final presentation | |
| Late-Apr, 2025 | Project exhibition
3-min video | |