modeling.rst

tocdepth:	3

Modeling In H2O

Supervised

:mod:`H2OAdaBoostEstimator`

.. autoclass:: h2o.estimators.adaboost.H2OAdaBoostEstimator
    :show-inheritance:
    :members:

:mod:`H2OANOVAGLMEstimator`

.. autoclass:: h2o.estimators.anovaglm.H2OANOVAGLMEstimator
    :show-inheritance:
    :members:

:mod:`H2OCoxProportionalHazardsEstimator`

.. autoclass:: h2o.estimators.coxph.H2OCoxProportionalHazardsEstimator
    :show-inheritance:
    :members:

:mod:`H2ODecisionTreeEstimator`

.. autoclass:: h2o.estimators.decision_tree.H2ODecisionTreeEstimator
    :show-inheritance:
    :members:

:mod:`H2ODeepLearningEstimator`

.. autoclass:: h2o.estimators.deeplearning.H2ODeepLearningEstimator
    :show-inheritance:
    :members:

:mod:`H2OGeneralizedAdditiveEstimator`

.. autoclass:: h2o.estimators.gam.H2OGeneralizedAdditiveEstimator
    :show-inheritance:
    :members:

:mod:`H2OGradientBoostingEstimator`

.. autoclass:: h2o.estimators.gbm.H2OGradientBoostingEstimator
    :show-inheritance:
    :members:

:mod:`H2OGeneralizedLinearEstimator`

.. autoclass:: h2o.estimators.glm.H2OGeneralizedLinearEstimator
    :show-inheritance:
    :members:

:mod:`H2OHGLMEstimator`

.. autoclass:: h2o.estimators.hglm.H2OHGLMEstimator
    :show-inheritance:
    :members:

:mod:`H2OInfogram`

.. autoclass:: h2o.estimators.infogram.H2OInfogram
    :show-inheritance:
    :members:

:mod:`H2OIsotonicRegressionEstimator`

.. autoclass:: h2o.estimators.isotonicregression.H2OIsotonicRegressionEstimator
    :show-inheritance:
    :members:

:mod:`H2OKnnEstimator`

.. autoclass:: h2o.estimators.knn.H2OKnnEstimator
    :show-inheritance:
    :members:

:mod:`H2OModelSelectionEstimator`

.. autoclass:: h2o.estimators.model_selection.H2OModelSelectionEstimator
    :show-inheritance:
    :members:

:mod:`H2ONaiveBayesEstimator`

.. autoclass:: h2o.estimators.naive_bayes.H2ONaiveBayesEstimator
    :show-inheritance:
    :members:

:mod:`H2OSupportVectorMachineEstimator`

.. autoclass:: h2o.estimators.psvm.H2OSupportVectorMachineEstimator
    :show-inheritance:
    :members:

:mod:`H2ORandomForestEstimator`

.. autoclass:: h2o.estimators.random_forest.H2ORandomForestEstimator
    :show-inheritance:
    :members:

:mod:`H2ORuleFitEstimator`

.. autoclass:: h2o.estimators.rulefit.H2ORuleFitEstimator
    :show-inheritance:
    :members:

:mod:`H2OStackedEnsembleEstimator`

.. autoclass:: h2o.estimators.stackedensemble.H2OStackedEnsembleEstimator
    :show-inheritance:
    :members:

:mod:`H2OTargetEncoderEstimator`

.. autoclass:: h2o.estimators.targetencoder.H2OTargetEncoderEstimator
    :show-inheritance:
    :members:

:mod:`H2OUpliftRandomForestEstimator`

.. autoclass:: h2o.estimators.uplift_random_forest.H2OUpliftRandomForestEstimator
    :show-inheritance:
    :members:

:mod:`H2OXGBoostEstimator`

.. autoclass:: h2o.estimators.xgboost.H2OXGBoostEstimator
    :show-inheritance:
    :members:

Unsupervised

:mod:`H2OAggregatorEstimator`

.. autoclass:: h2o.estimators.aggregator.H2OAggregatorEstimator
    :show-inheritance:
    :members:

:mod:`H2OAutoEncoderEstimator`

.. autoclass:: h2o.estimators.deeplearning.H2OAutoEncoderEstimator
    :show-inheritance:
    :members:

:mod:`H2OExtendedIsolationForestEstimator`

.. autoclass:: h2o.estimators.extended_isolation_forest.H2OExtendedIsolationForestEstimator
    :show-inheritance:
    :members:

:mod:`H2OGenericEstimator`

.. autoclass:: h2o.estimators.generic.H2OGenericEstimator
    :show-inheritance:
    :members:

:mod:`H2OGeneralizedLowRankEstimator`

.. autoclass:: h2o.estimators.glrm.H2OGeneralizedLowRankEstimator
    :show-inheritance:
    :members:

:mod:`H2OIsolationForestEstimator`

.. autoclass:: h2o.estimators.isolation_forest.H2OIsolationForestEstimator
    :show-inheritance:
    :members:

:mod:`H2OKMeansEstimator`

.. autoclass:: h2o.estimators.kmeans.H2OKMeansEstimator
    :show-inheritance:
    :members:

:mod:`H2OPrincipalComponentAnalysisEstimator`

.. autoclass:: h2o.estimators.pca.H2OPrincipalComponentAnalysisEstimator
    :show-inheritance:
    :members:

Miscellaneous

:mod:`automl`

.. automodule:: h2o.automl
    :members:
    :exclude-members: H2OAutoML

:mod:`H2OAutoML`

.. autoclass:: h2o.automl.H2OAutoML
    :show-inheritance:
    :members:

:mod:`H2OEstimator`

.. autoclass:: h2o.estimators.estimator_base.H2OEstimator
    :show-inheritance:
    :members:

:mod:`H2OSingularValueDecompositionEstimator`

.. autoclass:: h2o.estimators.svd.H2OSingularValueDecompositionEstimator
    :show-inheritance:
    :members:

:mod:`H2OWord2vecEstimator`

.. autoclass:: h2o.estimators.word2vec.H2OWord2vecEstimator
    :show-inheritance:
    :members:

:mod:`H2OGridSearch`

.. autoclass:: h2o.grid.H2OGridSearch
    :show-inheritance:
    :members: