Table 2 CFR and FFS Comparison The comparison of model performance on data from the Fine Feature Selection process and the Coarse Feature Reduction.
From: Kernelized partial least squares for feature reduction and classification of gene microarray data
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 |