GBM Parameters
--------------

.. toctree::
   :maxdepth: 2

   fold_assignment
   fold_column
   balance_classes
   class_sampling_factors
   max_after_balance_size
   max_depth
   max_hit_ratio_k
   nbins
   nbins_cats
   nbins_top_level
   nfolds
   ntrees
   offset_column
   stopping_metric
   stopping_rounds
   stopping_tolerance
   validation_frame
   weights_column
   y