From: Large sample size and nonlinear sparse models outline epistatic effects in inflammatory bowel disease
Model
ROC AUCa
Number of parameters
Best additive model
0.728 (0.00599)
1,734,301
Random forest
0.688 (0.00578)
NNlogreg
0.753 (0.0117)
24,379
NNbiosparse
0.758 (0.00689)
25,503
NNdense
0.743 (0.00944)
6,515,063
NNlinear
0.717 (0.0261)