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Table 5 The prediction accuracy on HMP data

From: MHSNMF: multi-view hessian regularization based symmetric nonnegative matrix factorization for microbiome data analysis

 

Phylogenetic profile (%)

Metabolic profile (%)

Average (%)

SNMF

91.08%

90.71%

90.90%

CCA

64.58%

21.88%

43.23%

PLSR

91.67%

69.27%

80.47%

MHSNMF

94.27%

93.83%

94.06%