Table 1: Squared error, detailed values and corresponding rank on Jaguar trial data for 10-fold, 4-fold, 3-fold, and 2-fold.

SqE without Logic Reg.

10-fold4-fold3-fold2-fold
MethodRankMeanRankMeanRankMeanRankMeanMean rank

LM(1)1.50.21630.24630.23830.2932.625
LM(2)61.21861.26761.65061.1176
Random Forest30.25820.24120.23520.2752.25
D/S/A50.28340.26440.25540.2954.25
CART40.26450.26750.25850.2984.75
Super Learner-51.50.21610.23810.22810.2731.125

without Logic Reg.

10-fold4-fold3-fold2-fold
MethodRankMeanRankMeanRankMeanRankMeanMean rank

LM(1)1.50.46430.55430.5341.50.6512.25
LM(2)60.80860.72460.68660.7546
Random Forest30.60920.55220.53230.6562.5
D/S/A50.71240.62340.60750.7464.5
CART40.63250.64450.61140.7434.5
Super Learner-51.50.46410.53910.5081.50.6511.25