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. 2024 Mar 4;25:93. doi: 10.1186/s12859-024-05719-4

Table 3.

Summary of the configurations and results from the DIABLO analysis

DIABLO
Datasets M & T & ITS & 16S
Filtered with PCA PLS-DA
No. features after tuning 10 & 10 & 10 & 14 10 & 10 & 50 & 10
Design matrix value 0.9 0.8
No. pre-selected components 7 7
Ideal no. components 1 1
Runtime (min) 120 40

For this multi-omics analysis, all datasets were integrated: the metabolomics (M), transcriptomics (T), and the two microbiomics (16S and ITS) datasets