Benchmarks

In this section, the results of a series of benchmarks done on SearchSnippets dataset are presented. Sixteen models were trained with different iterations number (from 10 to 2000) and default model parameters. Topics number was set to 8. Semantic topic coherence (u_mass) and perplexity were calculated for each model.