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Advances, Systems and Applications

Table 4 Performance improvement of PCIF-LDA and non-LDA models

From: PICF-LDA: a topic enhanced LDA with probability incremental correction factor for Web API service clustering

Model

NMI

FMI

SC

HDP

21.9%

24.0%

5.6%

BTM

17.8%

23.6%

11.9%

DMM

32.8%

23.0%

10.3%

LSA

31.1%

33.1%

39.2%