3 ms·
GBDT have their own set of hyperparameters such as learning rate, number of trees, min samples per bin, l0, l1, etc. So you could definitely also create an app
by mandelken 5y ago
GBDT have their own set of hyperparameters such as learning rate, number of trees, min samples per bin, l0, l1, etc.
So you could definitely also create an appropriate cocktail to optimize on, although GBDT are typically more robust wrt huperparameters.
- nightcracker 5y agoThe authors do claim to do a hyperparameter sweep but only for vanilla XGB hyperparams.
- civilized 5y agoThe old "my method (with as much optimization as I could get away with) beats the other method (with as little optimization as I could get away with)"
- disgruntledphd2 5y agoYup. The Least Publishable Unit strikes again.