Table 3 Comparative evaluation of Theme-generated terms with LDA using the NPMI coherence metric on the SNP dataset
From: Discovering themes in biomedical literature using a projection-based algorithm
# Cl | Method | Topic terms | ||
|---|---|---|---|---|
Top 5 | Top 10 | Top 20 | ||
100 | LDA | 2.52 | 8.47 | 29.33 |
100 | Theme uni | 3.34 | 9.78 | 27.38 |
100 | Theme | 3.83 | 10.38 | 28.02 |
1000 | LDA | 3.04 | 11.46 | 44.70 |
1623 | Theme uni | 3.34 | 10.72 | 30.91 |
1066 | Theme | 3.80 | 11.80 | 33.21 |