Class/Object

org.apache.spark.ml.h2o.models

H2OMOJOModel

Related Docs: object H2OMOJOModel | package models

Permalink

class H2OMOJOModel extends Model[H2OMOJOModel] with H2OModelParams with MLWritable

Linear Supertypes
MLWritable, H2OModelParams, DeprecatableParams, Model[H2OMOJOModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OMOJOModel
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OMOJOModel
  2. MLWritable
  3. H2OModelParams
  4. DeprecatableParams
  5. Model
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

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

    Permalink

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

    Permalink

Type Members

  1. case class AnomalyPrediction(score: Double, normalizedScore: Double) extends Product with Serializable

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    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[_]): H2OMOJOModel.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): H2OMOJOModel

    Permalink
    Definition Classes
    H2OMOJOModel → Model → Transformer → 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

  12. var easyPredictModelWrapper: EasyPredictModelWrapper

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  16. def explainParams(): String

    Permalink
    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  19. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  22. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink

    Definition Classes
    H2OModelParams

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

    Permalink
    Definition Classes
    Params

  24. def getFeaturesCols(): Array[String]

    Permalink

    Definition Classes
    H2OModelParams

  25. def getLabelCol(): String

    Permalink

    Definition Classes
    H2OModelParams

  26. def getModelUdf(): UserDefinedFunction

    Permalink

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

    Permalink
    Definition Classes
    Params

  28. def getOutputCol(): String

    Permalink

    Definition Classes
    H2OModelParams

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

    Permalink
    Definition Classes
    DeprecatableParams → Params

  30. def getPredictionsCol(): String

    Permalink

    Definition Classes
    H2OModelParams
    Annotations
    @DeprecatedMethod( "getLabelCol" )

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

    Permalink
    Definition Classes
    Params

  32. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    DeprecatableParams → Params

  33. def hasParent: Boolean

    Permalink
    Definition Classes
    Model

  34. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  36. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    Params

  38. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  40. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  41. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  48. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  53. val mojoData: Array[Byte]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  55. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  56. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    Params

  58. var parent: Estimator[H2OMOJOModel]

    Permalink
    Definition Classes
    Model

  59. def predictionSchema(): Seq[StructField]

    Permalink

  60. def renamingMap: Map[String, String]

    Permalink

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    Attributes
    protected
    Definition Classes
    H2OModelParams → DeprecatableParams

  61. def save(path: String): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  65. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OMOJOModel.this.type

    Permalink

    Definition Classes
    H2OModelParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink

    Definition Classes
    H2OModelParams

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

    Permalink

    Definition Classes
    H2OModelParams

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

    Permalink

    Definition Classes
    H2OModelParams

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

    Permalink
    Definition Classes
    Model

  72. def setPredictionCol(value: String): H2OMOJOModel.this.type

    Permalink

    Definition Classes
    H2OModelParams
    Annotations
    @DeprecatedMethod( "setLabelCol" )

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

    Permalink
    Definition Classes
    AnyRef

  74. implicit def toAnomalyPrediction(pred: AbstractPrediction): AnomalyPrediction

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

  81. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink

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

    Permalink
    Definition Classes
    H2OMOJOModel → Transformer

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

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

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

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

  86. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OMOJOModel → PipelineStage
    Annotations
    @DeveloperApi()

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  88. val uid: String

    Permalink
    Definition Classes
    H2OMOJOModel → Identifiable

  89. final def wait(): Unit

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

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

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

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

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

  92. def write: MLWriter

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

Inherited from MLWritable

Inherited from H2OModelParams

Inherited from DeprecatableParams

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