Model Mayhem

Will has access to a simple dataset with only one numerical feature and a target value.

He wants to build a couple of models to predict the target value using his dataset. He will try two different functions:

Will split his dataset in two: 80% for training both models and 20% for testing them.

Which model will get the best results on Will's testing set?

Model A will have the best results on the testing set.

Model B will have the best results on the testing set.

Both Model A and Model B will have similar results on the testing set

We need more information to decide which model will do better