'Perfect analysis' stands for the F1 achieved using the perfect (post-edited) output of the tracking method, i.e., the errors by both tracking and detecting shifts were corrected.
the documents judged as Yes but were not evaluated as Yes were eliminated, and the documents judged as No but were evaluated as Yes were added.