Topic Coherence Evaluation on NYtimes (test)
0.4163C_PGaussian-BAT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gaussian-BATTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.4163 | 0.2479 | 0.1079 | 0.9215 | |
| BATTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.3749 | 0.2355 | 0.0951 | 0.7073 | |
| ATMTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.3568 | 0.2375 | 0.0899 | 0.6582 | |
| GSMTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.3426 | 0.2232 | 0.0848 | 0.6224 | |
| LDATopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | 0.3083 | 0.2127 | 0.0772 | 0.5165 | |
| ProdLDATopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | -0.0034 | 0.1963 | -0.0282 | -1.9173 | |
| NVLDATopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | -0.1575 | 0.1482 | -0.0614 | -2.4208 | |
| NVDMTopic number settings=[20, 30, 50, 75, 100], Top words per topic=102020.04 | -0.413 | 0.1341 | -0.1437 | -4.3072 |