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