Average Precision
- Advantages
- sensitive to entire ranking: changing a single rank will change final score (facilitates failure analysis)
- stable: a small change in ranking makes a relatively small change in score (relative to # rels)
- has both precision- and recall-oriented factors
- ranks closest to 1 receive largest weight
- computed over all relevant documents
- Disadvantages