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Table 5 F-measure values (as in (8)) for each cell type for \({\mathcal {C}}^{17}\) and \({\mathcal {C}}^{27}\) which are used to obtain the respective median F-measure value in Table 4

From: optimalFlow: optimal transport approach to flow cytometry gating and population matching

 

\({\mathcal {C}}^{17}\)

\({\mathcal {C}}^{27}\)

F-measure

Precision

Recall

F-measure

Precision

Recall

Abnormal Sig Kappa

   

0.9697

0.9478

0.9925

CD4+CD8\({-}\)

0.9973

0.9982

0.9965

0.9828

0.9796

0.9859

CD8+CD4\({-}\)

0.9960

0.9960

0.9960

0.9769

0.9835

0.9704

Neutrophils

0.9968

0.9959

0.9978

0.9421

0.9092

0.9775

Debris/Doublets

0.9692

0.9818

0.9570

0.7704

0.9111

0.6673

Monocytes

0.9679

0.9571

0.9791

0.8419

0.8475

0.8364

Mature Sig Lambda

0.9897

0.9939

0.9856

0.9561

0.9864

0.9277

Mature Sig Kappa

0.9923

0.9866

0.9981

0.9421

0.9421

0.9421

TCRgd\({-}\)

0.9810

0.9777

0.9843

0.5549

0.5698

0.5408

TCRgd\({-}\)

0.9403

0.9145

0.9677

0.8634

0.8195

0.9122

CD4+CD8dim

0.9452

0.9504

0.9401

0.5899

0.7111

0.5039

NK cells

   

0.9313

0.9433

0.9196

Myeloid Cells

   

0.8321

0.9489

0.7409

CD56dim

0.9827

0.9683

0.9975

   

Eosinophils

0.9722

0.9713

0.9732

   

Monocytoid DC

0.9563

0.9713

0.9417

   

Basophils

0.9123

0.9877

0.8476

   

Neutrophils (U.S.)

0.7632

0.7106

0.8242

   

Myeloid DC

0.8908

0.8413

0.9464

   

CD56bright

0.8785

0.9860

0.7921

   

Plasmocytoid DC

0.7790

0.8011

0.7581

   

Plasma Cells

0.9677

1.0000

0.9375

   
  1. Recall and precision are defined in (9)