Topic Coherence Evaluation on Grolier (test)
0.2606C_PGaussian-BAT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gaussian-BATTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.2606 | 0.2142 | 0.0724 | 0.2836 | |
| BATTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.2312 | 0.2108 | 0.0608 | 0.1709 | |
| ATMTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.2105 | 0.2188 | 0.0582 | 0.1051 | |
| GSMTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.1974 | 0.1966 | 0.0451 | -0.041 | |
| LDATopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.1908 | 0.2009 | 0.0497 | -0.0503 | |
| ProdLDATopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | -0.0374 | 0.1733 | -0.0193 | -1.6398 | |
| NVDMTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | -0.1877 | 0.1456 | -0.0619 | -2.1149 | |
| NVLDATopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | -0.2205 | 0.1504 | -0.0653 | -2.4797 |