Figure 1: F-measure results of cell population identification challenges.
From: Critical assessment of automated flow cytometry data analysis techniques
Average manual and algorithm F-measures are represented against the manual consensus cluster as a function of the number of populations included, ranked from most consistent to least consistent. For a given population, consistency was defined as the agreement among manual gates, calculated as the average manual F-measures against the manual consensus cluster for that population. All populations across all samples were included in this calculation, and, as such, the numbers on the x axis should be multiplied by 12 and 30 (for GvHD and HSCT, respectively) to reflect the total number of populations in all samples in the reference. Individual manual gating results are plotted as gray lines. (a) Graft-versus-host disease (GvHD) data set. (b) Hematopoietic stem cell transplant (HSCT) data set.
