Research Article
An Integrated Deep Generative Model for Text Classification and Generation
Table 3
The classification error rate (%) on the SST dataset of each method. Lower is better.
| Methods | Error rate on SST1 | Error rate on SST2 |
| SVM + bow(baseline) | 61.4 | 22.8 | RAE[33] | 56.8 | 17.6 | MV-RNN[34] | 55.6 | 17.1 | RNTN[35] | 54.3 | 14.6 | DCNN[13] | 51.5 | 12.2 | VAE+NN(ours) | 55.3 | 16.9 |
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