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How to use max_steps in train with boosted trees?

How to use max_steps in train with boosted trees?

I am a little bit confused about the the usage of steps in train with boosted trees. I get the meaning of step when I use it with a incremental model like neural net, but I don’t get when to use it with n_trees of the boosted trees. I guess that 1 step means that I train the whole n_trees one time. Am I correct?

https://preview.redd.it/z8rb5zwud5e71.png?width=1486&format=png&auto=webp&s=a81de0fc536387db29385cb8e2fca6cc507db8a2

submitted by /u/Tokukawa
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