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Benchmarks
Clustering on REUTERS (full)
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75.63
Accuracy
DEC
41.5908
50.4279
59.265
68.1021
Nov 19, 2015
Feb 4, 2016
Apr 22, 2016
Jul 9, 2016
Sep 25, 2016
Dec 12, 2016
Feb 28, 2017
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
DEC
backpropagation=true
2015.11
75.63
IMSAT (RPT)
Perturbation=RPT, Feat...
2017.02
71.9
IMSAT (VAT)
Perturbation=VAT, Feat...
2017.02
71
DEC
backpropagation=false
2015.11
69.62
DEC
Features=tf-idf
2017.02
67.3
dAE+K-means
Features=tf-idf
2017.02
67.2
Linear RIM
Architecture=Linear, F...
2017.02
62.8
Deep RIM
Architecture=Deep, Fea...
2017.02
62.3
K-means
Features=tf-idf
2017.02
54.1
k-means
restarts=20
2015.11
53.29
Linear IMSAT (VAT)
Architecture=Linear, P...
2017.02
42.9
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