Plan Data Preparation, Modeling, and Prediction Engine Development

[jeffjohannsen]

Plan Data Preparation, Modeling, and Prediction Engine Development

Description: Create a detailed action plan for the Data Preparation, Modeling, and Prediction Engine phase. This will involve outlining the specific steps for building and integrating the Player-Level, Interaction-Level, and Team-Level models, as well as the Fusion Model for final predictions. The focus will be on feature engineering, model selection, training, and validation strategies.

To-Do List:

• Define data preparation steps, including feature engineering and dataset splits.
• Determine modeling approaches for each level (e.g., time-series models, GNNs).
• Plan evaluation metrics and validation processes for individual models.
• Draft integration steps for combining models into the unified prediction engine.
• Document the high-level architecture of the prediction engine.