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Train a model to establish a baseline

• Human level performance (HLP)
• Literature search for state-of-the-art / open source
• Quick-and-dirty implementation
• Performance of older system

Baseline helps to indicate what might be possible. In some cases (such as HLP) is also gives a sense of what is irreducible error / Bayes error.