Quantification of the synchronization performance.

Measurements were performed on a confocal data set (LSM710, 20× objective, physical spacing 0.415μm, 3 minute time intervals and N = 1606 trajectories in total), a widefield data set (NikonXLight, 10× objective, physical spacing 0.65μm, 3 minute time intervals and N = 5248 trajectories in total), a confocal data set (LSM5L, 10× objective, physical spacing 0.656μm, 3 minute time intervals and N = 2990 trajectories in total), the RPE data set (Nikon microscope, 20x objective, physical spacing 0.33μm, 3 minute time intervals and N = 388 trajectories in total) and the public data set by Hériché et al. [33] (automated epifluorescence microscope, 20× objective, physical spacing 0.32μm, 8.5 minute time intervals and N = 2200 trajectories in total). True positives (TP), true negatives (TN), false positives (FP) and false negative (FN) are summed over all folds of the 6-fold cross-validation. Precision, recall, accuracy and F-Score were computed individually on each fold and the displayed values are the mean ± SD. The last two columns contain the mean ± SD values of the synchronization time point offsets for the interphase prophase transition (IP) and the metaphase to anaphase transition (MA) measured in frames (a deviation of 1 frame corresponds to 3 minutes for both data sets). Bold-face letters indicate the best values for each measure and data set.
(XLSX)