Table 2. Model evaluation for new coupon.

Model	R2	RMSE
SVM	0.319	0.694
Extra tree	0.423	0.586
AdaBoost	0.785	0.181
Gradient boost	0.907	0.087
Decision tree	0.913	0.078
Ensemble	0.928	0.053