Topic Coherence on 20News
0.24NPMIProdLDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProdLDAModel Type=Document Model, Latent Dimension=502017.06 | 0.24 | — | |
| RSBModel Type=Document Model, Latent Dimension=502017.06 | 0.224 | — | |
| GSMModel Type=Document Model, Latent Dimension=502017.06 | 0.223 | — | |
| GSBModel Type=Document Model, Latent Dimension=502017.06 | 0.217 | — | |
| ProdLDAModel Type=Document Model, Latent Dimension=2002017.06 | 0.19 | — | |
| GSMModel Type=Document Model, Latent Dimension=2002017.06 | 0.186 | — | |
| NVDMModel Type=Document Model, Latent Dimension=502017.06 | 0.186 | — | |
| RSBModel Type=Document Model, Latent Dimension=2002017.06 | 0.177 | — | |
| GSBModel Type=Document Model, Latent Dimension=2002017.06 | 0.171 | — | |
| vONTNumber of topics=202023.07 | 0.16 | 0.69 | |
| NVDMModel Type=Document Model, Latent Dimension=2002017.06 | 0.157 | — | |
| OnlineLDAModel Type=Topic Model, Number of Topics=502017.06 | 0.131 | — | |
| GSMModel Type=Topic Model, Number of Topics=502017.06 | 0.121 | — | |
| OnlineLDAModel Type=Topic Model, Number of Topics=2002017.06 | 0.112 | — | |
| RSBModel Type=Topic Model, Number of Topics=502017.06 | 0.111 | — | |
| GSMModel Type=Topic Model, Number of Topics=2002017.06 | 0.11 | — | |
| NVLDAModel Type=Topic Model, Number of Topics=502017.06 | 0.11 | — | |
| NVLDAModel Type=Topic Model, Number of Topics=2002017.06 | 0.11 | — | |
| RSBModel Type=Topic Model, Number of Topics=2002017.06 | 0.097 | — | |
| GSBModel Type=Topic Model, Number of Topics=502017.06 | 0.095 | — | |
| GSBModel Type=Topic Model, Number of Topics=2002017.06 | 0.081 | — | |
| GSMNumber of topics=202023.07 | 0.07 | 0.55 | |
| ETMNumber of topics=202023.07 | 0.06 | 0.51 | |
| NSTMNumber of topics=202023.07 | 0.06 | 0.38 | |
| VNVDMNumber of topics=202023.07 | 0.03 | 0.52 | |
| ProdLDANumber of topics=202023.07 | -0.18 | 0.35 |