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Table 1 Comparison of runtime (in seconds) of FlowGrid against other clustering algorithms

From: Ultrafast clustering of single-cell flow cytometry data using FlowGrid

Data set Samples Markers Cells Time in second (\(\bar {x}\pm sd\))
     FlowGrid FlowSOM FlowPeaks Flock
Multi-center 16 8 29-77 ×103 0.23 ± 0.09 4.01 ± 1.08 2.27 ± 0.61 10.3 ± 3.45
Flow-CAP-GvHD 12 4 12-33 ×103 0.07 ± 0.04 2.16 ± 0.54 0.28 ± 0.16 0.58 ± 0.28
Flow-CAP-DLBL 30 3 2-25 ×103 0.04 ± 0.01 1.25 ± 0.32 0.10 ± 0.09 0.22 ± 0.16
Flow-CAP-HSCT 30 4 6-9 ×103 0.04 ± 0.02 1.35 ± 0.28 0.11 ± 0.02 0.28 ± 0.06
Seaflow0 - 4 23.6 ×106 11.51 572.65 NA 6628.30
Seaflow1 - 4 12.7 ×106 3.09 312.95 258.13 NA
Seaflow11 - 4 22.7 ×106 6.37 544.79 NA NA
  1. NA represents that the algorithm got error in the data set