(2011)'s "full" model 87.44% WRRBM (Dahl et al., 2012) 87.42% RSM:CD 86.22% RSM:α-NCE-5 87.09% RSM:α-NCE-5 (idf) 87.81% Table 2: The performance of sentiment classification accuracy on the IMDB dataset using RSMs compared to other BoW-based approaches.
table 2 shows the performance of RSM in sentiment classification, where model combinations reported in previous efforts are not considered.