LR model (10-fold CV) in biomarker analysis

MetaboAnalyst
1

Why can’t LR model (10-fold CV) be used in biomarker module? The page is gray.

2

LR is not directly suitable for omics data analysis - it is slow with poor performance as compared to other methods (SVM, PLS-DA and RandomForests).

LR is considered interpretable and work well when there are a few features. The LR option is available for Tester (i.e. when you manually select a few features). When you select LR method, the LR model (10-fold CV) will show detailed formula

3

Thank you so much. :smiley: I’m clear on the LR model.

4

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