I revisited the AdaBoost regression and found serious flaws. The implementation should now match the AdaBoost.R2 algorithm exactly (including proper bootstrapping and linear, square or exponential loss functions). The example has been updated to show how increasing the number of boosts will allow the ensemble to fit more detail.