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Machine Learning Foundations / Resources

Learner resource

Metric Report Template

Model or experiment:

Module:

Date:

Decision context

What action will the model support?

Target and positive class

Target:

Positive class:

Why this class matters:

Baseline

What simple baseline is used for comparison?

Chosen metrics

MetricWhy it matters for this decision

Threshold

Chosen threshold:

Reason:

Expected trade-off:

Error review

Error typeWhy it mattersAction
False positive
False negative

Limitation note

What should a reader not overclaim from these metrics?