Table 2

CFR and FFS Comparison The comparison of model performance on data from the Fine Feature Selection process and the Coarse Feature Reduction.

Model

Top Validation AUC Value CFR-data (36 mo/60 mo)

Top Validation AUC Value FFS-data (36 mo/60 mo)


L-PLS

.791/.831

.794/.869


KPLS-Poly (Degree = 1)

.784/. 830

.780/.711


The FFS process enhanced performance for only the L-PLS while the KPLS-Poly suffered in both the 36- and 60-month data.

Land et al. BMC Systems Biology 2011 5(Suppl 3):S13   doi:10.1186/1752-0509-5-S3-S13

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