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. Author manuscript; available in PMC: 2022 Apr 22.
Published in final edited form as: Proceedings (IEEE Int Conf Bioinformatics Biomed). 2020 Feb 6;2019:1544–1547. doi: 10.1109/bibm47256.2019.8983167

TABLE II:

Internal index results for k=2.

100 iterations 500 iterations 1,000 iterations
CH SC CH SC CH SC
LSI 86,260 0.41 86,260 0.40 86,260 0.40
BTM 634,412 0.74 661,242 0.75 604,629 0.72
LDA 515,737 0.68 486,522 0.68 521,198 0.69
GibbsLDA 10,767,060 0.97 10,514,730 0.98 9,932,722 0.97
Online LDA 849,068 0.77 834,351 0.76 938,428 0.78
Online Twitter LDA 50,110,500 0.99 53,291,260 0.99 50,730,260 0.99
K-means+Doc2Vec 31,196 0.20 31,196 0.20 31,196 0.20
K-means+TFIDF 5,764 0.04 5,764 0.04 5,764 0.04