Topic Modeling on Amazon-10Cate
0.501TC ScoreWeTe
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WeTenumber of topics (K)=502026.03 | 0.501 | 0.665 | 0.333 | |
| LX Topicnumber of topics (K)=502026.03 | 0.465 | 0.909 | 0.423 | |
| NSTMnumber of topics (K)=502026.03 | 0.462 | 0.613 | 0.283 | |
| LDAnumber of topics (K)=502026.03 | 0.447 | 0.638 | 0.285 | |
| LLM-ITLnumber of topics (K)=502026.03 | 0.434 | 0.904 | 0.393 | |
| FASTopicnumber of topics (K)=502026.03 | 0.426 | 0.81 | 0.345 | |
| BERTopicnumber of topics (K)=502026.03 | 0.42 | 0.834 | 0.35 | |
| ETMnumber of topics (K)=502026.03 | 0.417 | 0.728 | 0.303 | |
| NMFnumber of topics (K)=502026.03 | 0.364 | 0.625 | 0.228 | |
| PLDAnumber of topics (K)=502026.03 | 0.347 | 0.607 | 0.21 | |
| SCHOLARnumber of topics (K)=502026.03 | 0.341 | 0.944 | 0.322 | |
| CLNTMnumber of topics (K)=502026.03 | 0.335 | 0.942 | 0.316 | |
| NVDMnumber of topics (K)=502026.03 | 0.332 | 0.428 | 0.142 | |
| ECRTMnumber of topics (K)=502026.03 | 0.306 | 0.913 | 0.279 |