Class/Object

org.apache.spark.ml.h2o.models

H2OMOJOModel

Related Docs: object H2OMOJOModel | package models

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class H2OMOJOModel extends Model[H2OMOJOModel] with H2OModelParams with MLWritable

Linear Supertypes
MLWritable, H2OModelParams, Model[H2OMOJOModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OMOJOModel
  2. MLWritable
  3. H2OModelParams
  4. Model
  5. Transformer
  6. PipelineStage
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OMOJOModel(mojoData: Array[Byte])

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  2. new H2OMOJOModel(mojoData: Array[Byte], uid: String)

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Type Members

  1. case class AutoEncoderPrediction(original: Array[Double], reconstructed: Array[Double]) extends Product with Serializable

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  2. case class BinomialPrediction(p0: Double, p1: Double) extends Product with Serializable

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  3. case class ClusteringPrediction(cluster: Integer) extends Product with Serializable

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  4. case class DimReductionPrediction(dimensions: Array[Double]) extends Product with Serializable

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  5. case class MultinomialPrediction(probabilities: Array[Double]) extends Product with Serializable

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  6. case class RegressionPrediction(value: Double) extends Product with Serializable

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  7. case class WordEmbeddingPrediction(wordEmbeddings: HashMap[String, Array[Float]]) extends Product with Serializable

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final def clear(param: Param[_]): H2OMOJOModel.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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

  8. def copy(extra: ParamMap): H2OMOJOModel

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    Definition Classes
    H2OMOJOModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  11. def defaultFileName: String

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  12. var easyPredictModelWrapper: EasyPredictModelWrapper

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

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    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  16. def explainParams(): String

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    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  19. final val featuresCols: StringArrayParam

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    Definition Classes
    H2OModelParams

  20. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  24. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OModelParams

  25. def getModelUdf(): UserDefinedFunction

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

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    Definition Classes
    Params

  27. def getOutputCol(): String

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    Definition Classes
    H2OModelParams

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

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    Definition Classes
    Params

  29. def getPredictionsCol(): String

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    Definition Classes
    H2OModelParams

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

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    Definition Classes
    Params

  31. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  32. def hasParent: Boolean

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    Definition Classes
    Model

  33. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  34. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  36. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  38. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  39. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  46. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  51. val mojoData: Array[Byte]

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

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    Definition Classes
    AnyRef

  53. final def notify(): Unit

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    Definition Classes
    AnyRef

  54. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  55. final val outputCol: Param[String]

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    Definition Classes
    H2OModelParams

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

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    Definition Classes
    Params

  57. var parent: Estimator[H2OMOJOModel]

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    Definition Classes
    Model

  58. final val predictionCol: Param[String]

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    Definition Classes
    H2OModelParams

  59. def predictionSchema(): Seq[StructField]

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  60. def save(path: String): Unit

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

  61. final def set(paramPair: ParamPair[_]): H2OMOJOModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  62. final def set(param: String, value: Any): H2OMOJOModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  63. final def set[T](param: Param[T], value: T): H2OMOJOModel.this.type

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    Definition Classes
    Params

  64. final def setDefault(paramPairs: ParamPair[_]*): H2OMOJOModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  65. final def setDefault[T](param: Param[T], value: T): H2OMOJOModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  66. def setFeaturesCols(cols: Array[String]): H2OMOJOModel.this.type

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    Definition Classes
    H2OModelParams

  67. def setOutputCol(value: String): H2OMOJOModel.this.type

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    Definition Classes
    H2OModelParams

  68. def setParent(parent: Estimator[H2OMOJOModel]): H2OMOJOModel

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    Definition Classes
    Model

  69. def setPredictionsCol(value: String): H2OMOJOModel.this.type

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    Definition Classes
    H2OModelParams

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

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    Definition Classes
    AnyRef

  71. implicit def toAutoEncoderPrediction(pred: AbstractPrediction): AutoEncoderPrediction

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  72. implicit def toBinomialPrediction(pred: AbstractPrediction): BinomialPrediction

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  73. implicit def toClusteringPrediction(pred: AbstractPrediction): ClusteringPrediction

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  74. implicit def toDimReductionPrediction(pred: AbstractPrediction): DimReductionPrediction

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  75. implicit def toMultinomialPrediction(pred: AbstractPrediction): MultinomialPrediction

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  76. implicit def toRegressionPrediction(pred: AbstractPrediction): RegressionPrediction

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  77. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  78. implicit def toWordEmbeddingPrediction(pred: AbstractPrediction): WordEmbeddingPrediction

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  79. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    H2OMOJOModel → Transformer

  80. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  81. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  82. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OMOJOModel → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  84. val uid: String

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    Definition Classes
    H2OMOJOModel → Identifiable

  85. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  88. def write: MLWriter

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    Definition Classes
    H2OMOJOModel → MLWritable
    Annotations
    @Since( "1.6.0" )

Inherited from MLWritable

Inherited from H2OModelParams

Inherited from Model[H2OMOJOModel]

Inherited from Transformer

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