Expectation of f-measures: tractable exact computation and some empirical observations of its properties Kian Ming Adam Chai   View Paper (PDF)   Return to Posters Abstract We derive a tractable and exact computation for the expectation of F-measures. We also demonstrate the non-convexity of this expectation, and investigate errors of approximating the expectation under different settings. ©2006 Association for Computing Machinery