True.
In machine learning, the error is used to see how accurately the model can predict data it uses to learn new, unseen data.
The passage under the Error section explicitly states: "In Machine Learning, the error is used to see how accurately our model can predict data it uses to learn new, unseen data." So the statement is directly supported by the source. Just quote or paraphrase this line for full marks.