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Benchmarks
Sentiment Classification on Elec
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6.27
Error Rate
tv-embeddings
6.0524
7.5212
8.99
10.4588
Dec 1, 2014
Dec 22, 2014
Jan 12, 2015
Feb 2, 2015
Feb 23, 2015
Mar 16, 2015
Apr 6, 2015
Error Rate
Updated 3d ago
Evaluation Results
Method
Method
Links
Error Rate
tv-embeddings
Extra resource=Unlabel...
2015.04
6.27
seq2-bown-CNN
vocabulary=30K most fr...
2014.12
7.14
CNN
2015.04
7.14
seq2-CNN
vocabulary=30K most fr...
2014.12
7.48
seq-CNN
vocabulary=30K most fr...
2014.12
7.64
NB-LM bow3 (all)
n-grams=3, vocabulary_...
2014.12
8.11
NB-LM
Features=1-3grams
2015.04
8.11
bow-CNN
vocabulary=30K most fr...
2014.12
8.39
NN bow3 (all)
n-grams=3, vocabulary_...
2014.12
8.48
dense NN
Features=1-3grams
2015.04
8.48
SVM bow3 (all)
n-grams=3, vocabulary_...
2014.12
8.71
SVM
Features=1-3grams
2015.04
8.71
SVM bow2 (all)
n-grams=2, vocabulary_...
2014.12
9.05
SVM bow3 (30K)
n-grams=3, vocabulary_...
2014.12
9.16
SVM bow1 (all)
n-grams=1, vocabulary_...
2014.12
11.71
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