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Table 4 Assignment of properties to metrics. Assignment between the properties defined in Section “Metric properties” and the metrics defined in Table 1

From: Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

  Outlier True Chance Sensitive Ignoring Recall General Overlap- Distance- Information Probabilistic- Pair- Volume-
  sensitive negatives adjustment to point alignment rewarding shape & based based theoretical based counting- based
   consideration   positions errors   alignment      based  
DICE              
JAC              
TPR              
TNR              
FPR              
FNR              
FMS              
VS             
GCE              
RI              
ARI             
MI              
VOI              
ICC             
PBD              
KAP             
AUC              
HD             
AVD              
MHD              
  1. A particular metric has a particular property iff the corresponding cell is check marked