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ResearchFormerly WizWand

Multi-class document classification on Amazon Full (test)

63AccuracyVDCNN
51.97654.83857.760.562Nov 23, 2018
Updated 8mo ago

Evaluation results

MethodLinks
VDCNNModel Type=Character-based2018.1163
EXAMModel Type=Word-based2018.1161.9
W.C RegionEmbModel Type=Word-based2018.1160.9
Bigram-FastTextModel Type=Word-based2018.1160.2
Char-CNNModel Type=Character-based2018.1159.6
LSTMModel Type=Word-based2018.1159.4
Char-CRNNModel Type=Character-based2018.1159.2
Small word CNNModel Type=Word-based2018.1156.3
BoWModel Type=Feature Engineering2018.1154.6
N-gramsModel Type=Feature Engineering2018.1154.3
Large word CNNModel Type=Word-based2018.1154.1
N-grams TFIDFModel Type=Feature Engineering2018.1152.4