Class/Object

ai.h2o.sparkling.ml.algos

H2OGLM

Related Docs: object H2OGLM | package algos

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class H2OGLM extends H2OSupervisedAlgorithmWithFoldColumn[GLMParameters] with H2OGLMParams with FamilyBasedH2OTrainFramePreparation

Linear Supertypes
FamilyBasedH2OTrainFramePreparation, H2OGLMParams, HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OSupervisedAlgorithmWithFoldColumn[GLMParameters], H2OSupervisedAlgorithm[GLMParameters], H2OAlgorithm[GLMParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[GLMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLMClassifier, H2OGLMRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLM
  2. FamilyBasedH2OTrainFramePreparation
  3. H2OGLMParams
  4. HasInteractionPairs
  5. HasBetaConstraints
  6. HasPlugValues
  7. HasIgnoredCols
  8. HasRandomCols
  9. H2OSupervisedAlgorithmWithFoldColumn
  10. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. H2OAlgorithmCommonParams
  13. H2OAlgorithmMOJOParams
  14. H2OEstimator
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OTrainFramePreparation
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. Logging
  23. H2OCommonParams
  24. H2OBaseMOJOParams
  25. HasDataFrameSerializer
  26. H2OAlgoParamsBase
  27. H2OFrameLifecycle
  28. ParameterConstructorMethods
  29. Estimator
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLM()

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  2. new H2OGLM(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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. val HGLM: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  6. val alphaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. val aucType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  9. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  10. val betaEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  11. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  12. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  13. val calcLike: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication

  15. val checkpoint: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  16. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  17. final def clear(param: Param[_]): H2OGLM.this.type

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    Definition Classes
    Params

  18. def clone(): AnyRef

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

  19. val coldStart: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  20. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  21. val computePValues: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  25. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  28. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  29. def copy(extra: ParamMap): H2OGLM.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  31. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  32. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  33. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  34. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  36. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  37. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  38. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  39. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  40. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  41. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  42. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  43. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef

  45. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  47. def explainParams(): String

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    Definition Classes
    Params

  48. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  49. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  51. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  52. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  53. def finalize(): Unit

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

  54. def fit(dataset: Dataset[_]): H2OGLMMOJOModel

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    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  58. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  59. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  60. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  61. val generateScoringHistory: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  63. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  64. def getAucType(): String

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    Definition Classes
    H2OGLMParams

  65. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGLMParams

  66. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  67. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  68. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  69. def getCalcLike(): Boolean

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    Definition Classes
    H2OGLMParams

  70. def getCheckpoint(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef → Any

  72. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGLMParams

  73. def getColdStart(): Boolean

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    Definition Classes
    H2OGLMParams

  74. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  75. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams

  76. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  77. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  78. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGLMParams

  79. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  81. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  82. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams

  83. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLMParams

  84. def getFamily(): String

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    Definition Classes
    H2OGLMParams

  85. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  86. def getFoldAssignment(): String

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    Definition Classes
    H2OGLMParams

  87. def getFoldCol(): String

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    Definition Classes
    H2OGLMParams

  88. def getGenerateScoringHistory(): Boolean

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    Definition Classes
    H2OGLMParams

  89. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  90. def getHGLM(): Boolean

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    Definition Classes
    H2OGLMParams

  91. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLMParams

  92. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  93. def getInteractionPairs(): Array[(String, String)]

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    Definition Classes
    HasInteractionPairs

  94. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams

  95. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams

  96. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  97. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGLMParams

  98. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGLMParams

  99. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGLMParams

  100. def getLabelCol(): String

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    Definition Classes
    H2OGLMParams

  101. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams

  102. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams

  103. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  104. def getLink(): String

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    Definition Classes
    H2OGLMParams

  105. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGLMParams

  106. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGLMParams

  107. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGLMParams

  108. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams

  109. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLMParams

  110. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams

  111. def getModelId(): String

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    Definition Classes
    H2OGLMParams

  112. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  113. def getNfolds(): Int

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    Definition Classes
    H2OGLMParams

  114. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams

  115. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams

  116. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams

  117. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  118. def getOffsetCol(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  121. def getPlugValues(): Map[String, Any]

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    Definition Classes
    HasPlugValues

  122. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  123. def getPrior(): Double

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    Definition Classes
    H2OGLMParams

  124. def getRandomCols(): Array[String]

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    Definition Classes
    HasRandomCols

  125. def getRandomFamily(): Array[String]

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    Definition Classes
    H2OGLMParams

  126. def getRandomLink(): Array[String]

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    Definition Classes
    H2OGLMParams

  127. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams

  128. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLMParams

  129. def getScoreIterationInterval(): Int

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    Definition Classes
    H2OGLMParams

  130. def getSeed(): Long

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    Definition Classes
    H2OGLMParams

  131. def getSolver(): String

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    Definition Classes
    H2OGLMParams

  132. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  133. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams

  134. def getStartval(): Array[Double]

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    Definition Classes
    H2OGLMParams

  135. def getStoppingMetric(): String

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    Definition Classes
    H2OGLMParams

  136. def getStoppingRounds(): Int

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    Definition Classes
    H2OGLMParams

  137. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGLMParams

  138. def getTheta(): Double

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    Definition Classes
    H2OGLMParams

  139. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams

  140. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams

  141. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  142. def getWeightCol(): String

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    Definition Classes
    H2OGLMParams

  143. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  144. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  145. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  146. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  148. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  149. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  150. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  152. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  153. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  154. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

  155. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  156. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  157. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  158. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  160. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  161. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  163. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  164. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  165. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  166. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  167. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  168. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  169. val lambdaMinRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  170. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  171. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  172. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  173. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  180. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  185. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  186. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  187. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  188. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  189. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  190. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  191. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  192. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  193. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

    Permalink
    Definition Classes
    AnyRef

  195. val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  196. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  197. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  198. final def notify(): Unit

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    Definition Classes
    AnyRef

  199. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  200. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  201. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  202. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  203. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  204. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  205. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  206. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  207. def nullableStringParam(name: String, doc: String): NullableStringParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  208. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  209. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  210. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  211. def param[T](name: String, doc: String): Param[T]

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  212. def paramTag: ClassTag[GLMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  213. var parameters: GLMParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  215. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  216. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  217. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  218. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  219. val randomFamily: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  220. val randomLink: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  221. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  222. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  223. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  224. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  225. def save(path: String): Unit

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

  226. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  227. val scoreIterationInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  228. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  229. final def set(paramPair: ParamPair[_]): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  230. final def set(param: String, value: Any): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  231. final def set[T](param: Param[T], value: T): H2OGLM.this.type

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    Definition Classes
    Params

  232. def setAlphaValue(value: Array[Double]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  233. def setAucType(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  234. def setBalanceClasses(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  235. def setBetaConstraints(value: DataFrame): H2OGLM.this.type

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    Definition Classes
    HasBetaConstraints

  236. def setBetaEpsilon(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  237. def setCalcLike(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  238. def setCheckpoint(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  239. def setClassSamplingFactors(value: Array[Float]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  240. def setColdStart(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  241. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  242. def setColumnsToCategorical(columns: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  243. def setColumnsToCategorical(first: String, others: String*): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  244. def setComputePValues(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  245. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  246. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  247. def setCustomMetricFunc(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  248. def setDataFrameSerializer(fullClassName: String): H2OGLM.this.type

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    Definition Classes
    H2OBaseMOJOParams

  249. final def setDefault(paramPairs: ParamPair[_]*): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  250. final def setDefault[T](param: Param[T], value: T): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  251. def setDetailedPredictionCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  252. def setEarlyStopping(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  253. def setExportCheckpointsDir(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  254. def setFamily(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  255. def setFeaturesCol(first: String): H2OGLM.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  256. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLM.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  257. def setFeaturesCols(columnNames: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  258. def setFeaturesCols(first: String, others: String*): H2OGLM.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  259. def setFoldAssignment(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  260. def setFoldCol(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  261. def setGenerateScoringHistory(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  262. def setGradientEpsilon(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  263. def setHGLM(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  264. def setIgnoreConstCols(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  265. def setIgnoredCols(value: Array[String]): H2OGLM.this.type

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    Definition Classes
    HasIgnoredCols

  266. def setInteractionPairs(value: Array[(String, String)]): H2OGLM.this.type

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    Definition Classes
    HasInteractionPairs

  267. def setInteractions(value: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  268. def setIntercept(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  269. def setKeepBinaryModels(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  270. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  271. def setKeepCrossValidationModels(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  272. def setKeepCrossValidationPredictions(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  273. def setLabelCol(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  274. def setLambdaMinRatio(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  275. def setLambdaSearch(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  276. def setLambdaValue(value: Array[Double]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  277. def setLink(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  278. def setMaxActivePredictors(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  279. def setMaxAfterBalanceSize(value: Float): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  280. def setMaxConfusionMatrixSize(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  281. def setMaxIterations(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  282. def setMaxRuntimeSecs(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  283. def setMissingValuesHandling(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  284. def setModelId(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  285. def setNamedMojoOutputColumns(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  286. def setNfolds(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  287. def setNlambdas(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  288. def setNonNegative(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  289. def setObjReg(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  290. def setObjectiveEpsilon(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  291. def setOffsetCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  292. def setPlugValues(value: Map[String, Any]): H2OGLM.this.type

    Permalink
    Definition Classes
    HasPlugValues

  293. def setPredictionCol(columnName: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  294. def setPrior(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  295. def setRandomCols(value: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    HasRandomCols

  296. def setRandomFamily(value: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  297. def setRandomLink(value: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  298. def setRemoveCollinearCols(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  299. def setScoreEachIteration(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  300. def setScoreIterationInterval(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  301. def setSeed(value: Long): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  302. def setSolver(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  303. def setSplitRatio(ratio: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  304. def setStandardize(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  305. def setStartval(value: Array[Double]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  306. def setStoppingMetric(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  307. def setStoppingRounds(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  308. def setStoppingTolerance(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  309. def setTheta(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  310. def setTweedieLinkPower(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  311. def setTweedieVariancePower(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  312. def setValidationDataFrame(dataFrame: DataFrame): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  313. def setWeightCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  314. def setWithContributions(enabled: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  315. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  316. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  317. def setWithStageResults(enabled: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  318. val solver: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  319. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  320. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  321. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  322. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  323. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  324. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  325. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  326. def stringParam(name: String, doc: String): Param[String]

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  327. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  328. def stringifyArray(arr: Array[_]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  329. def stringifyMap(map: Map[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  330. def stringifyPair(pair: Tuple2[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  331. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  332. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  334. val theta: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  335. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  336. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  337. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  338. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  340. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  341. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  342. val uid: String

    Permalink
    Definition Classes
    H2OGLM → Identifiable

  343. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  344. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  345. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  348. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  349. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  350. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  351. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  352. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  353. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGLMParams

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasPlugValues

Inherited from HasIgnoredCols

Inherited from HasRandomCols

Inherited from H2OSupervisedAlgorithmWithFoldColumn[GLMParameters]

Inherited from H2OSupervisedAlgorithm[GLMParameters]

Inherited from H2OAlgorithm[GLMParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[GLMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

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

Ungrouped