ml_grid.model_classes.H2OGBMClassifier
======================================

.. py:module:: ml_grid.model_classes.H2OGBMClassifier


Attributes
----------

.. autoapisummary::

   ml_grid.model_classes.H2OGBMClassifier.PARAM_SPACE_GRID
   ml_grid.model_classes.H2OGBMClassifier.PARAM_SPACE_BAYES


Classes
-------

.. autoapisummary::

   ml_grid.model_classes.H2OGBMClassifier.H2OGBMClassifier


Module Contents
---------------

.. py:data:: PARAM_SPACE_GRID

.. py:data:: PARAM_SPACE_BAYES

.. py:class:: H2OGBMClassifier(parameter_space_size='small', **kwargs)

   Bases: :py:obj:`ml_grid.model_classes.H2OBaseClassifier.H2OBaseClassifier`


   Initializes the H2OGBMClassifier.

   All keyword arguments are passed directly to the H2OGradientBoostingEstimator.
   Example args: ntrees=50, max_depth=5, learn_rate=0.1, seed=1


   .. py:attribute:: parameter_space_size
      :value: 'small'