package algos
Ordering
- Alphabetic
Visibility
- Public
- All
Type Members
- trait H2OAlgoCommonUtils extends EstimatorCommonUtils
-
abstract
class
H2OAlgorithm[P <: Parameters] extends Estimator[H2OMOJOModel] with H2OAlgoCommonUtils with DefaultParamsWritable with H2OAlgoCommonParams[P] with RestCommunication
Base class for H2O algorithm wrapper as a Spark transformer.
-
class
H2OAutoML extends Estimator[H2OMOJOModel] with H2OAlgoCommonUtils with DefaultParamsWritable with H2OAutoMLParams with RestCommunication
H2O AutoML algorithm exposed via Spark ML pipelines.
- sealed abstract final class H2OAutoMLSortMetric extends Enum[H2OAutoMLSortMetric]
-
class
H2ODRF extends H2OTreeBasedSupervisedAlgorithm[DRFParameters] with H2ODRFParams
H2O DRF algorithm exposed via Spark ML pipelines.
-
class
H2ODeepLearning extends H2OSupervisedAlgorithm[DeepLearningParameters] with H2ODeepLearningParams
H2O DeepLearning algorithm exposed via Spark ML pipelines.
-
class
H2OGBM extends H2OTreeBasedSupervisedAlgorithm[GBMParameters] with H2OGBMParams
H2O GBM algorithm exposed via Spark ML pipelines.
-
class
H2OGLM extends H2OSupervisedAlgorithm[GLMParameters] with H2OGLMParams
H2O GLM algorithm exposed via Spark ML pipelines.
-
class
H2OGridSearch extends Estimator[H2OMOJOModel] with H2OAlgoCommonUtils with DefaultParamsWritable with H2OGridSearchParams with RestCommunication with RestEncodingUtils
H2O Grid Search algorithm exposed via Spark ML pipelines.
-
class
H2OKMeans extends H2OUnsupervisedAlgorithm[KMeansParameters] with H2OKMeansParams
H2O KMeans algorithm exposed via Spark ML pipelines.
- abstract class H2OSupervisedAlgorithm[P <: Parameters] extends H2OAlgorithm[P] with H2OAlgoSupervisedParams[P]
- abstract class H2OTreeBasedSupervisedAlgorithm[P <: Parameters] extends H2OSupervisedAlgorithm[P] with H2OTreeBasedSupervisedMOJOParams
- abstract class H2OUnsupervisedAlgorithm[P <: Parameters] extends H2OAlgorithm[P] with H2OAlgoUnsupervisedParams[P]
-
class
H2OXGBoost extends H2OTreeBasedSupervisedAlgorithm[XGBoostParameters] with H2OXGBoostParams
H2O XGBoost algorithm exposed via Spark ML pipelines.
Value Members
- object H2OAutoML extends H2OParamsReadable[H2OAutoML] with Serializable
- object H2ODRF extends H2OParamsReadable[H2ODRF] with Serializable
- object H2ODeepLearning extends H2OParamsReadable[H2ODeepLearning] with Serializable
- object H2OGBM extends H2OParamsReadable[H2OGBM] with Serializable
- object H2OGLM extends H2OParamsReadable[H2OGLM] with Serializable
- object H2OGridSearch extends H2OParamsReadable[H2OGridSearch] with Serializable
- object H2OKMeans extends DefaultParamsReadable[H2OKMeans] with Serializable
- object H2OXGBoost extends H2OParamsReadable[H2OXGBoost] with Serializable