- High Sensitivity means less false negative
- High Precision means less false positive
Recall Precision Curve
Max Precision observed at Recall R or higher.
Mean Average Precision (MAP)
More weight to the top items, Only binary relevance
Most standard among the TREC community is MAP which provides a single-figure measure of quality across recall levels.