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ResearchFormerly WizWand

Multi-class document classification on Amazon Polarity (test)

95.7AccuracyVDCNN
90.18891.61993.0594.481Nov 23, 2018
Updated 8mo ago

Evaluation results

MethodLinks
VDCNNModel Type=Character-based2018.1195.7
EXAMModel Type=Word-based2018.1195.5
W.C RegionEmbModel Type=Word-based2018.1195.1
Bigram-FastTextModel Type=Word-based2018.1194.6
Char-CNNModel Type=Character-based2018.1194.5
Small word CNNModel Type=Word-based2018.1194.2
Large word CNNModel Type=Word-based2018.1194.2
Char-CRNNModel Type=Character-based2018.1194.1
LSTMModel Type=Word-based2018.1193.9
N-gramsModel Type=Feature Engineering2018.1192
N-grams TFIDFModel Type=Feature Engineering2018.1191.5
BoWModel Type=Feature Engineering2018.1190.4