Table 1 Results of accuracy and purity value on the IVF dataset by different clustering algorithms. The accuracy and purity value of NMFE are 0.7912 and 0.8605 respectively, surpassing those of other algorithm models. *The maximum value in the same group.

From: Critical factors influencing live birth rates in fresh embryo transfer for IVF: insights from cluster ensemble algorithms

Algorithm

Accuracy

Purity

NMF

0.6473

0.7327

AMU-NMF

0.7640

0.8096

GDLC

0.7541

0.8181

MCLA

0.6468

0.7327

DREC

0.7439

0.7573

NMFE

0.7912*

0.8605*

  1. The bold is employed to signify that the corresponding algorithm demonstrates the best performance.
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