When we launched the Gradient Boosting Machine model with Caret package in R, we indicated that some variables (x1, x2, x3) have a higher variable value, but then when we try to run the same GBM in h2o ( http: // h2o2016 .wpengine.com / wp-content / themes / h2o2016 / images / resources / GBMBooklet.pdf ), we get the full set of variables as important. Is there any specific reason for Caret and other factors?
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