A core aim of the learner will be to generalize from its expertise.[5][forty two] Generalization in this context is the flexibility of the learning machine to accomplish precisely on new, unseen illustrations/duties immediately after having experienced a learning data established.The blue line may be an example of overfitting a linear operate becau