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ResearchFormerly WizWand

Binary Sentiment Classification on ACL-IMDB (test)

4.32Error RateL_MIXED
4.03685.94847.869.7716Sep 8, 2020
Updated 8mo ago

Evaluation results

MethodLinks
L_MIXEDtraining=semi-supervised, objective=mixed objective function2020.094.32
ULMFittraining=semi-supervised2020.094.6
LSTMtraining=semi-supervised2020.095.91
oh-LSTMtraining=semi-supervised2020.095.94
L_MLTraining=Supervised2020.096.43
SA-LSTMtraining=semi-supervised2020.097.24
oh-CNNTraining=Supervised2020.097.67
CNNTraining=Supervised2020.099.17
Linear Model (TFIDF + SVM)Training=Supervised2020.099.51
Vanilla LSTMTraining=Supervised2020.0910
FastTextTraining=Supervised2020.0911.34
DocVecTraining=Supervised2020.0911.4