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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2022
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Article
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Tab 1
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Research Article
[Retracted] Deep Possibilistic
-
means Clustering Algorithm on Medical Datasets
Table 1
The results of ACC and NMI obtained by clustering DPCM with five other clustering algorithms on different datasets.
KM
FCM
PCM
-
medoids
AGNES
Deep PCM
OrganA
ACC 0.571
0.459
0.401
0.176
0.589
0.608
NMI 0.612
0.494
0.397
0.058
0.693
0.703
OrganC
ACC 0.488
0.542
0.383
0.17
0.516
0.625
NMI 0.596
0.552
0.405
0.045
0.665
0.691
OrganS
ACC 0.436
0.372
0.377
0.166
0.465
0.502
NMI 0.511
0.433
0.368
0.049
0.592
0.605
Fracture3D
ACC 0.388
0.397
0.426
0.41
0.388
0.448
NMI 0.018
0.018
0.024
0.008
0.016
0.061
Adrenal3D
ACC 0.552
0.561
0.612
0.52
0.582
0.776
NMI 0.023
0.025
0.029
0.003
0.032
0.038