Type Members

1.  class AlgoParam extends Param[H2OSupervisedAlgorithm[_ <: Parameters]]
2.  trait ColumnPrunerParams extends Params
3.  trait DeprecatableParams extends Params with Logging

   The trait represents a definition of ML algorithm parameters that may contain some deprecations

4.  class DictionaryParam extends Param[Map[String, Double]]
5.  trait H2OAlgoCommonParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonParams

   A trait extracting a shared parameters among all simple algorithms (all except Grid & AutoML).

6.  trait H2OAlgoParamsHelper[P <: Parameters] extends Params

   Base trait providing parameters utilities and shared methods for handling parameters for H2O parameters

   Base trait providing parameters utilities and shared methods for handling parameters for H2O parameters

   P

   H2O's parameter type

7.  trait H2OAlgoSharedTreeParams[P <: SharedTreeParameters] extends H2OAlgoSupervisedParams[P] with H2OTreeBasedSupervisedMOJOParams with HasStoppingCriteria[P] with Logging
8.  trait H2OAlgoSupervisedParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonSupervisedParams with H2OAlgoCommonParams[P]

   A trait extracting a shared parameters among all supervised simple algorithms (all except Grid & AutoML).

9.  trait H2OAlgoUnsupervisedParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonUnsupervisedParams with H2OAlgoCommonParams[P]

   A trait extracting a shared parameters among all unsupervised simple algorithms (all except Grid & AutoML).

10.  trait H2OAutoMLParams extends H2OCommonSupervisedParams with HasMonotoneConstraints
11.  trait H2OCommonParams extends H2OMOJOAlgoSharedParams

    This trait contains parameters that are shared across all algorithms.

12.  trait H2OCommonSupervisedParams extends H2OSupervisedMOJOParams with H2OCommonParams

    This trait contains parameters that are shared across all supervised algorithms.

13.  trait H2OCommonUnsupervisedParams extends H2OCommonParams

    This trait contains parameters that are shared across all unsupervised algorithms.

14.  trait H2ODRFParams extends H2OAlgoSharedTreeParams[DRFParameters]
15.  trait H2ODeepLearningParams extends H2OAlgoSupervisedParams[DeepLearningParameters] with HasStoppingCriteria[DeepLearningParameters] with HasQuantileAlpha
16.  trait H2OGBMParams extends H2OAlgoSharedTreeParams[GBMParameters] with HasMonotoneConstraints with HasQuantileAlpha
17.  trait H2OGLMParams extends H2OAlgoSupervisedParams[GLMParameters]
18.  trait H2OGridSearchParams extends Params with Logging
19.  trait H2OKMeansParams extends H2OAlgoUnsupervisedParams[KMeansParameters]
20.  trait H2OXGBoostParams extends H2OAlgoSupervisedParams[XGBoostParameters] with H2OTreeBasedSupervisedMOJOParams with HasMonotoneConstraints with HasStoppingCriteria[XGBoostParameters]
21.  trait HasMonotoneConstraints extends Params
22.  trait HasQuantileAlpha extends Params
23.  trait HasStoppingCriteria[P <: Parameters] extends H2OAlgoParamsHelper[P]
24.  class HyperParamsParam extends Param[Map[String, Array[AnyRef]]]
25.  class NullableDoubleArrayArrayParam extends Param[Array[Array[Double]]]
26.  class NullableDoubleArrayParam extends Param[Array[Double]]
27.  class NullableFloatArrayParam extends Param[Array[Float]]
28.  class NullableStringArrayParam extends Param[Array[String]]
29.  class StringPairArrayParam extends Param[Array[(String, String)]]