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Benchmarks
Multi-class document classification on Amazon Full (test)
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63
Accuracy
VDCNN
51.976
54.838
57.7
60.562
Nov 23, 2018
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
VDCNN
Model Type=Character-b...
2018.11
63
EXAM
Model Type=Word-based
2018.11
61.9
W.C RegionEmb
Model Type=Word-based
2018.11
60.9
Bigram-FastText
Model Type=Word-based
2018.11
60.2
Char-CNN
Model Type=Character-b...
2018.11
59.6
LSTM
Model Type=Word-based
2018.11
59.4
Char-CRNN
Model Type=Character-b...
2018.11
59.2
Small word CNN
Model Type=Word-based
2018.11
56.3
BoW
Model Type=Feature Eng...
2018.11
54.6
N-grams
Model Type=Feature Eng...
2018.11
54.3
Large word CNN
Model Type=Word-based
2018.11
54.1
N-grams TFIDF
Model Type=Feature Eng...
2018.11
52.4
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