Why Is Model Evaluation Necessary?

Model Evaluation is an integral part of the model development process. It helps to find the best model that represents our data and how well the chosen model will work in the future.

What is the importance of evaluation models and methods?

Evaluation provides a systematic method to study a program, practice, intervention, or initiative to understand how well it achieves its goals. Evaluations help determine what works well and what could be improved in a program or initiative. Program evaluations can be used to: Demonstrate impact to funders.

What does it mean to evaluate a model?

Model Evaluation is the subsidiary part of the model development process. It is the phase that is decided whether the model performs better. Therefore, it is critical to consider the model outcomes according to every possible evaluation method. Applying different methods can provide different perspectives.