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Benchmarks
Sentiment Classification on Amazon Polarity (test)
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4.28
Test Error
VDCNN
3.7156
7.5253
11.335
15.1447
Sep 4, 2015
Oct 20, 2015
Dec 5, 2015
Jan 20, 2016
Mar 6, 2016
Apr 21, 2016
Jun 6, 2016
Test Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Test Error
VDCNN
Depth=29, Pooling=Conv...
2016.06
4.28
VDCNN
Depth=29, Pooling=MaxP...
2016.06
4.31
VDCNN
Depth=17, Pooling=MaxP...
2016.06
4.41
VDCNN
Depth=17, Pooling=Conv...
2016.06
4.53
VDCNN
Depth=9, Pooling=MaxPo...
2016.06
4.7
Conv. (large, Th)
Model Size=large, Thes...
2015.09
4.93
Conv
Author=Zhang, data aug...
2016.06
4.93
VDCNN
Depth=9, Pooling=Convo...
2016.06
4.94
VDCNN
Depth=29, Pooling=KMax...
2016.06
4.94
VDCNN
Depth=17, Pooling=KMax...
2016.06
5.43
VDCNN
Depth=9, Pooling=KMaxP...
2016.06
5.69
LSTM
2015.09
6.1
ngrams
2015.09
7.98
ngrams TFIDF
TF-IDF Weighting=true
2015.09
8.46
BoW TFIDF
TF-IDF Weighting=true
2015.09
9
BoW
2015.09
9.6
Bag-of-means
2015.09
18.39
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