Table 2 |
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CFR and FFS Comparison The comparison of model performance on data from the Fine Feature Selection process and the Coarse Feature Reduction. |
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Model |
Top Validation AUC Value CFR-data (36 mo/60 mo) |
Top Validation AUC Value FFS-data (36 mo/60 mo) |
|
|
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L-PLS |
.791/.831 |
.794/.869 |
|
|
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KPLS-Poly (Degree = 1) |
.784/. 830 |
.780/.711 |
|
|
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The FFS process enhanced performance for only the L-PLS while the KPLS-Poly suffered in both the 36- and 60-month data. |
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Land et al. BMC Systems Biology 2011 5(Suppl 3):S13 doi:10.1186/1752-0509-5-S3-S13 |
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