ViperCharts offers an interactive chart for visual performance evaluation in the precision-recall space. By introducing the F-isolines  into the precision-recall space the 2-dimentional graphic representation reviels information about an additional, third evaluation measure.
See the full functionality:
Make your own chart:
: Sluban et al. (2013) - Ensemble based noise detection: noise ranking and visual performance evaluation