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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%