I have to choose proper parameters in gbm() function. Until now, I have used grid search as using train(), trainControl() functions. Recently, I found the h2o package. As using this, I can do choose proper parameters. But I can't understand what is the difference between grid search that I have used and h2o method.
What is the difference???