3.11.0.3689

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Appendix A - Parameters
- GBM Parameters

Appendix B - API Reference

H2O

Docs »
Appendix A - Parameters »
GBM Parameters
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GBM Parameters¶

balance_classes
- Description
- Related Parameters
- Example
build_tree_one_node
- Description
- Related Parameters
- Example
categorical_encoding
- Description
- Related Parameters
- Example
checkpoint
- Description
- Related Parameters
- Example
class_sampling_factors
- Description
- Related Parameters
- Example
col_sample_rate
- Description
- Related Parameters
- Example
col_sample_rate_change_per_level
- Description
- Related Parameters
- Example
col_sample_rate_per_tree
- Description
- Related Parameters
- Example
distribution
- Description
- Related Parameters
- Example
fold_assignment
- Description
- Related Parameters
- Example
fold_column
- Description
- Related Parameters
- Example
histogram_type
- Description
- Related Parameters
- Example
huber_alpha
- Description
- Related Parameters
- Example
ignored_columns
- Description
- Related Parameters
- Example
ignore_const_cols
- Description
- Related Parameters
- Example
keep_cross_validation_fold_assignment
- Description
- Related Parameters
- Example
keep_cross_validation_predictions
- Description
- Related Parameters
- Example
learn_rate
- Description
- Related Parameters
- Example
learn_rate_annealing
- Description
- Related Parameters
- Example
max_abs_leafnode_pred
- Description
- Related Parameters
- Example
max_after_balance_size
- Description
- Related Parameters
- Example
max_depth
- Description
- Example
max_hit_ratio_k
- Description
- Example
max_runtime_secs
- Description
- Related Parameters
- Example
min_rows
- Description
- Related Parameters
- Example
min_split_improvement
- Description
- Related Parameters
- Example
model_id
- Description
- Related Parameters
- Example
nbins
- Description
- Related Parameters
- Example
nbins_cats
- Description
- Related Parameters
- Example
nbins_top_level
- Description
- Related Parameters
- Example
nfolds
- Description
- Related Parameters
- Example
ntrees
- Description
- Example
offset_column
- Description
- Related Parameters
- Example
pred_noise_bandwidth
- Description
- Related Parameters
- Example
quantile_alpha
- Description
- Related Parameters
- Example
sample_rate
- Description
- Related Parameters
- Example
sample_rate_per_class
- Description
- Related Parameters
- Example
score_each_iteration
- Description
- Related Parameters
- Example
score_tree_interval
- Description
- Related Parameters
- Example
seed
- Description
- Related Parameters
- Example
stopping_metric
- Description
- Related Parameters
- Example
stopping_rounds
- Description
- Related Parameters
- Example
stopping_tolerance
- Description
- Related Parameters
- Example
training_frame
- Description
- Related Parameters
- Example
tweedie_power
- Description
- Related Parameters
- Example
validation_frame
- Description
- Related Parameters
- Example
weights_column
- Description
- Related Parameters
- Example
y
- Description
- Related Parameters
- Example

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© Copyright 2016 H2O, Inc. Last updated on Nov 15, 2016.

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