Data Science, Machine Learning, Model Selection, Validation, Modeling.
the model. A model that is inaccurate or unreliable can lead to incorrect predictions and decisions, which can have significant consequences. Therefore, the selection of the appropriate model and the validation of its accuracy and reliability are critical to the success of the project. If the model