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ResearchFormerly WizWand

Clustering on FRGC (NMI, ACC)

0.61NMIDEPICT
0.1335760.2572630.380950.504637Apr 20, 2017Jan 15, 2018Oct 13, 2018Jul 11, 2019Apr 6, 2020Jan 2, 2021Sep 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DEPICT# tuned HPs=02017.040.610.47
DEPICT2018.100.5830.432
MI-ADM2018.100.580.431
JULE-RC# tuned HPs=32017.040.5740.461
JULE-SF# tuned HPs=32017.040.5660.461
SC-LS# tuned HPs=02017.040.550.407
DEKM2021.090.50780.3859
DEC# tuned HPs=12017.040.5050.378
DEC (KL based)2018.100.5050.378
DEKMUpdating Strategy=Full-batch2021.090.49320.3729
SR-K-meanslambda=10^-42018.100.4870.413
DECsource=original paper2021.090.4460.371
SC-ST# tuned HPs=02017.040.4310.358
AE+K-meansPreprocessing=AE2021.090.42810.3331
AC-PIC# tuned HPs=02017.040.4150.32
DCEC2021.090.4150.334
AC-GDL# tuned HPs=12017.040.3510.266
K-means# tuned HPs=02017.040.2870.243
N-Cuts# tuned HPs=02017.040.2850.235
NMF-D# tuned HPs=02017.040.2590.274
K-means2021.090.18270.1263
PCA+K-meansPreprocessing=PCA2021.090.15190.1255