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Measuring Accuracy with Built-in Summary Statistics
Measuring Accuracy with Built-in Summary Statistics

What do the different accuracy statistics mean?

Gwenn Berry avatar
Written by Gwenn Berry
Updated over a year ago

The built-in summary statistics for truthy pipelines are based on standard accuracy metrics.

Positive and Negative calls are made based on direct match of designated "key" columns.

Recall

Precision

Only includes declared false positives in FP count

Precision (+Unk)

Includes declared false positives and unknowns

F1

Only includes declared false positives in FP count

F1 (+Unk)

Includes declared false positives and unknowns

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