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Benchmarks
Multi-class document classification on Amazon Polarity (test)
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95.7
Accuracy
VDCNN
90.188
91.619
93.05
94.481
Nov 23, 2018
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
VDCNN
Model Type=Character-b...
2018.11
95.7
EXAM
Model Type=Word-based
2018.11
95.5
W.C RegionEmb
Model Type=Word-based
2018.11
95.1
Bigram-FastText
Model Type=Word-based
2018.11
94.6
Char-CNN
Model Type=Character-b...
2018.11
94.5
Small word CNN
Model Type=Word-based
2018.11
94.2
Large word CNN
Model Type=Word-based
2018.11
94.2
Char-CRNN
Model Type=Character-b...
2018.11
94.1
LSTM
Model Type=Word-based
2018.11
93.9
N-grams
Model Type=Feature Eng...
2018.11
92
N-grams TFIDF
Model Type=Feature Eng...
2018.11
91.5
BoW
Model Type=Feature Eng...
2018.11
90.4
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