Steps of model validation
To validate a prediction model investigators need to follow a few basic
steps. We broadly classify the steps of model validation into two main
categories (Figure 1):
- Apply originally developed model into a different dataset that was not
used to develop the model which we will call “model validation
procedures”
- Asses the performance of the model in the new dataset which we will
call “model performance assessment”