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This lecture covers the evaluation of information retrieval models, including the importance of matching user needs, test collections with test queries, recall, precision, F-Measure, precision/recall tradeoff, and measures like MAP. It also explains how to evaluate ranked retrieval systems using precision-recall plots and interpolated precision.