Baseline Model
Baseline model
A Baseline Model is a simple, reproducible method defined in advance to compare the effectiveness of a new method.
In context
Thresholds by Operating Mode or comparisons with a previous period can also serve as Baseline Models. They help assess the added value of complex methods.
Example
Compare missed events and alarm counts between simple rules and a trained model over the same test period.
Key distinction
Comparison conditions must match to assess the benefit of complexity.
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