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Benchmarks
Sentiment Classification on Amazon Full (test)
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36.4
Test Error
Hierarchical
35.6212
40.8781
46.135
51.3919
Sep 4, 2015
Oct 20, 2015
Dec 5, 2015
Jan 20, 2016
Mar 6, 2016
Apr 21, 2016
Jun 6, 2016
Test Error
Updated 3d ago
Evaluation Results
Method
Method
Links
Test Error
Hierarchical
Author=Yang
2016.06
36.4
Conv. (small, Th)
Model Size=small, Thes...
2015.09
40.43
Conv
Author=Zhang, data aug...
2016.06
40.43
LSTM
2015.09
40.57
BoW TFIDF
TF-IDF Weighting=true
2015.09
44.74
BoW
2015.09
45.36
ngrams
2015.09
45.73
ngrams TFIDF
TF-IDF Weighting=true
2015.09
47.56
Bag-of-means
2015.09
55.87
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