Baseline Model
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A Baseline Model is a model or heuristic that can be used as reference point for measuring performance of a method or model.
- AKA: Baseline Heuristic, Base Model.
- Example(s):
- Counter-Example(s):
- See: Performance Measure, Benchmark Dataset, Baseline Interferometry.
References
2018
- (Google ML Glossary, 2018) ⇒ (2018). baseline. In: Machine Learning Glossary https://developers.google.com/machine-learning/glossary/ Retrieved: 2018-04-22.
- QUOTE: A simple model or heuristic used as reference point for comparing how well a model is performing. A baseline helps model developers quantify the minimal, expected performance on a particular problem.