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

SqE with Logic Reg.

10-fold4-fold3-fold2-fold
MethodRankMeanRankMeanRankMeanRankMeanMean rank

LM(1)10.21620.24620.23820.2931.75
LM(2)71.21871.26771.65071.1177
Random Forest20.25810.24110.23510.2751.25
D/S/A40.28330.26430.25530.2953.25
CART30.26440.26740.25840.2983.75
LogicReg60.65360.6560.65260.6536
Super Learner-650.37850.45550.49950.5275

with Logic Reg.

10-fold4-fold3-fold2-fold
MethodRankMeanRankMeanRankMeanRankMeanMean rank

LM(1)1.50.46430.55430.53420.6512.375
LM(2)70.80870.72470.68670.7547
Random Forest30.60920.55220.53230.6562.5
D/S/A60.71240.62340.60760.7465
CART40.63250.64450.61150.7434.75
LogicReg50.70260.68560.68440.6575.25
Super Learner-61.50.45610.52310.48510.5931.125