Predictor

: Clearly define each predictor variable to ensure reproducibility and explain how they were coded.

Detail the study design and the source of data used for both development and validation. predictor

: Explain how candidate predictors were selected, such as through a literature review or statistical methods like backward selection. : Clearly define each predictor variable to ensure

Developing a report for a predictor—whether it's a statistical model, a machine learning algorithm, or a business tool—requires a structured approach to ensure transparency, validity, and usefulness. a machine learning algorithm