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Table 2 Comparative evaluation of Theme-generated terms with LDA using the UMass 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 -21.15 -108.99 -541.92
100 Theme uni -15.64 -81.73 -378.95
100 Theme -13.53 -80.12 -397.23
1000 LDA -33.66 -181.19 -942.08
1623 Theme uni -19.43 -98.31 -461.09
1066 Theme -17.25 -94.82 -462.35