Error analysis = diagnosing and understanding the errors made by a model to improve its performance

Error analysis on the difference between current and baseline performances

ways to establish a baseline level of performance

• Human-level performance
• literature search for the state-of-the-art/open source
• quick-and-dirty implementation
• performance of older system