Class/Object

py_sparkling.ml.algos

H2OGridSearch

Related Docs: object H2OGridSearch | package algos

Permalink

class H2OGridSearch extends org.apache.spark.ml.h2o.algos.H2OGridSearch

H2O Grid Search Wrapper for PySparkling

Linear Supertypes
org.apache.spark.ml.h2o.algos.H2OGridSearch, H2OGridSearchParams, MLWritable, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGridSearch
  2. H2OGridSearch
  3. H2OGridSearchParams
  4. MLWritable
  5. Estimator
  6. PipelineStage
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGridSearch(uid: String, hc: H2OContext, sqlContext: SQLContext)

    Permalink

  2. new H2OGridSearch()(implicit hc: H2OContext, sqlContext: SQLContext)

    Permalink

  3. new H2OGridSearch(gridSearchParams: Option[H2OGridSearchParams], uid: String)(implicit hc: H2OContext, sqlContext: SQLContext)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. final def clear(param: Param[_]): H2OGridSearch.this.type

    Permalink
    Definition Classes
    Params

  7. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. def copy(extra: ParamMap): H2OGridSearch.this.type

    Permalink
    Definition Classes
    H2OGridSearch → Estimator → PipelineStage → Params

  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  10. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  11. def defaultFileName: String

    Permalink
    Definition Classes
    H2OGridSearch

  12. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  14. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  15. def explainParams(): String

    Permalink
    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  17. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  18. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  19. def fit(dataset: Dataset[_]): H2OMOJOModel

    Permalink
    Definition Classes
    H2OGridSearch → Estimator

  20. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  21. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  22. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  23. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  24. def getAlgoParams(): Parameters

    Permalink

    Definition Classes
    H2OGridSearchParams

  25. def getAllStringColumnsToCategorical(): Boolean

    Permalink

    Definition Classes
    H2OGridSearchParams

  26. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  27. def getColumnsToCategorical(): Array[String]

    Permalink

    Definition Classes
    H2OGridSearchParams

  28. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  29. def getHyperParameters(): Map[String, Array[AnyRef]]

    Permalink

    Definition Classes
    H2OGridSearchParams

  30. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  31. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  32. def getPredictionCol(): String

    Permalink

    Definition Classes
    H2OGridSearchParams

  33. def getRatio(): Double

    Permalink

    Definition Classes
    H2OGridSearchParams

  34. val gridSearchParams: Option[H2OGridSearchParams]

    Permalink
    Definition Classes
    H2OGridSearch → H2OGridSearch

  35. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  36. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  37. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  38. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  39. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  40. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  41. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  42. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  43. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  44. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  45. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  46. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  47. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  48. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  49. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  50. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  51. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  52. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  53. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  54. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  55. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  56. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  57. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  58. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  59. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  60. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  61. def selectModelFromGrid(grid: Grid[_]): Model[?0, ?1, ?2] forSome {type ?0 <: Model[?0, ?1, ?2], type ?1 <: Parameters, type ?2 <: Output}

    Permalink
    Definition Classes
    H2OGridSearch

  62. final def set(paramPair: ParamPair[_]): H2OGridSearch.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  63. final def set(param: String, value: Any): H2OGridSearch.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  64. final def set[T](param: Param[T], value: T): H2OGridSearch.this.type

    Permalink
    Definition Classes
    Params

  65. def setAlgo(value: H2OAlgorithm[_ <: Parameters, _]): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  66. def setAllStringColumnsToCategorical(value: Boolean): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  67. def setColumnsToCategorical(columns: Array[String]): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  68. def setColumnsToCategorical(first: String, others: String*): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  69. final def setDefault(paramPairs: ParamPair[_]*): H2OGridSearch.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  70. final def setDefault[T](param: Param[T], value: T): H2OGridSearch.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  71. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  72. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  73. def setHyperParameters(value: Map[String, Array[AnyRef]]): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  74. def setModelSelectionClosure(cl: (Grid[_]) ⇒ Model[_, _, _]): Unit

    Permalink
    Definition Classes
    H2OGridSearch

  75. def setPredictionCol(value: String): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  76. def setRatio(value: Double): H2OGridSearch.this.type

    Permalink

    Definition Classes
    H2OGridSearchParams

  77. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  78. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  79. def trainModel(grid: Grid[_]): H2OMOJOModel

    Permalink
    Definition Classes
    H2OGridSearch → H2OGridSearch

  80. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OGridSearch → PipelineStage
    Annotations
    @DeveloperApi()

  81. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  82. val uid: String

    Permalink
    Definition Classes
    H2OGridSearch → H2OGridSearch → Identifiable

  83. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  84. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  85. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  86. def write: MLWriter

    Permalink
    Definition Classes
    H2OGridSearch → MLWritable
    Annotations
    @Since( "1.6.0" )

Inherited from org.apache.spark.ml.h2o.algos.H2OGridSearch

Inherited from H2OGridSearchParams

Inherited from MLWritable

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

Ungrouped