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. 2019 Apr 23;15(4):e1006897. doi: 10.1371/journal.pcbi.1006897

Table 1. Ablation experiments for VGG-based model, removing regularization terms (rows 2–5) and using factorized readout weights (row 6, [40]).

Model FEV
Full model 0.52
No smoothness 0.51
No sparsity 0.49
No group sparsity 0.51
No regularization 0.33
Factorized readout [40] 0.45