Class/Object

ai.h2o.sparkling.ml.algos.regression

H2OGLMRegressor

Related Docs: object H2OGLMRegressor | package regression

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class H2OGLMRegressor extends H2OGLM with H2ORegressor with FamilyForRegressionCheck

Linear Supertypes
FamilyForRegressionCheck, H2ORegressor, H2OGLM, FamilyBasedH2OTrainFramePreparation, H2OGLMParams, DeprecatedDistribution, HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OSupervisedAlgorithm[GLMParameters], H2OAlgorithm[GLMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGLMRegressor
  2. FamilyForRegressionCheck
  3. H2ORegressor
  4. H2OGLM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGLMParams
  7. DeprecatedDistribution
  8. HasInteractionPairs
  9. HasBetaConstraints
  10. HasPlugValues
  11. HasIgnoredCols
  12. HasRandomCols
  13. H2OSupervisedAlgorithm
  14. H2OAlgorithm
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OTrainFramePreparation
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. H2OCommonParams
  23. H2OAlgoParamsBase
  24. H2OFrameLifecycle
  25. ParameterConstructorMethods
  26. H2OBaseMOJOParams
  27. Logging
  28. Estimator
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLMRegressor()

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  2. new H2OGLMRegressor(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[_]): H2OGLMRegressor.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): H2OGLMRegressor.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  31. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  34. 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

  35. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  40. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef

  42. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  44. def explainParams(): String

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    Definition Classes
    Params

  45. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  46. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  48. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  49. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  50. def finalize(): Unit

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

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

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    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  56. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  57. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  58. val generateScoringHistory: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  60. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  61. def getAucType(): String

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    Definition Classes
    H2OGLMParams

  62. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGLMParams

  63. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  64. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  65. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  66. def getCalcLike(): Boolean

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    Definition Classes
    H2OGLMParams

  67. def getCheckpoint(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef → Any

  69. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGLMParams

  70. def getColdStart(): Boolean

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    Definition Classes
    H2OGLMParams

  71. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  72. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams

  73. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  74. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  75. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  77. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  78. def getDistribution(): String

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

  79. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams

  80. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLMParams

  81. def getFamily(): String

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    Definition Classes
    H2OGLMParams

  82. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  83. def getFoldAssignment(): String

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    Definition Classes
    H2OGLMParams

  84. def getFoldCol(): String

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    Definition Classes
    H2OGLMParams

  85. def getGenerateScoringHistory(): Boolean

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    Definition Classes
    H2OGLMParams

  86. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  87. def getHGLM(): Boolean

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    Definition Classes
    H2OGLMParams

  88. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLMParams

  89. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInteractionPairs

  91. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams

  92. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams

  93. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGLMParams

  94. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGLMParams

  95. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGLMParams

  96. def getLabelCol(): String

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    Definition Classes
    H2OGLMParams

  97. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams

  98. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams

  99. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  100. def getLink(): String

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    Definition Classes
    H2OGLMParams

  101. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGLMParams

  102. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGLMParams

  103. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGLMParams

  104. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams

  105. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLMParams

  106. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams

  107. def getModelId(): String

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    Definition Classes
    H2OGLMParams

  108. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  109. def getNfolds(): Int

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    Definition Classes
    H2OGLMParams

  110. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams

  111. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams

  112. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams

  113. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  114. def getOffsetCol(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    HasPlugValues

  118. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  119. def getPrior(): Double

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    Definition Classes
    H2OGLMParams

  120. def getRandomCols(): Array[String]

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    Definition Classes
    HasRandomCols

  121. def getRandomFamily(): Array[String]

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    Definition Classes
    H2OGLMParams

  122. def getRandomLink(): Array[String]

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    Definition Classes
    H2OGLMParams

  123. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams

  124. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLMParams

  125. def getScoreIterationInterval(): Int

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    Definition Classes
    H2OGLMParams

  126. def getSeed(): Long

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    Definition Classes
    H2OGLMParams

  127. def getSolver(): String

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    Definition Classes
    H2OGLMParams

  128. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  129. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams

  130. def getStartval(): Array[Double]

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    Definition Classes
    H2OGLMParams

  131. def getStoppingMetric(): String

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    Definition Classes
    H2OGLMParams

  132. def getStoppingRounds(): Int

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    Definition Classes
    H2OGLMParams

  133. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGLMParams

  134. def getTheta(): Double

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    Definition Classes
    H2OGLMParams

  135. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams

  136. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams

  137. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  138. def getWeightCol(): String

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    Definition Classes
    H2OGLMParams

  139. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  140. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  141. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  142. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  144. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  145. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  146. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  148. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  149. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  153. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  154. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  156. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  157. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  159. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  160. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  161. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  162. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  163. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  164. val lambdaMinRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  165. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  166. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  167. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  168. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  175. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  181. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  182. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  183. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  184. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  185. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  186. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  187. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  188. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  190. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  191. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  192. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  193. final def notify(): Unit

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    Definition Classes
    AnyRef

  194. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  203. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  204. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  205. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  207. def paramTag: ClassTag[GLMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  208. var parameters: GLMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  210. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  211. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  212. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    RestCommunication

  214. val randomFamily: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  215. val randomLink: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  216. 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

  217. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  218. 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

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    Definition Classes
    RestCommunication

  219. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  220. def save(path: String): Unit

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

  221. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  222. val scoreIterationInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  223. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  224. final def set(paramPair: ParamPair[_]): H2OGLMRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  225. final def set(param: String, value: Any): H2OGLMRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  226. final def set[T](param: Param[T], value: T): H2OGLMRegressor.this.type

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    Definition Classes
    Params

  227. def setAlphaValue(value: Array[Double]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  228. def setAucType(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  229. def setBalanceClasses(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  230. def setBetaConstraints(value: DataFrame): H2OGLMRegressor.this.type

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    Definition Classes
    HasBetaConstraints

  231. def setBetaEpsilon(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  232. def setCalcLike(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  233. def setCheckpoint(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  234. def setClassSamplingFactors(value: Array[Float]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  235. def setColdStart(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  236. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  237. def setColumnsToCategorical(columns: Array[String]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  238. def setColumnsToCategorical(first: String, others: String*): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  239. def setComputePValues(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  240. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  241. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  242. def setCustomMetricFunc(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  243. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  244. final def setDefault[T](param: Param[T], value: T): H2OGLMRegressor.this.type

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    Attributes
    protected
    Definition Classes
    Params

  245. def setDetailedPredictionCol(columnName: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  246. def setDistribution(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    DeprecatedDistribution
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  247. def setEarlyStopping(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  248. def setExportCheckpointsDir(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  249. def setFamily(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  250. def setFeaturesCol(first: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  251. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  252. def setFeaturesCols(columnNames: Array[String]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  253. def setFeaturesCols(first: String, others: String*): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  254. def setFoldAssignment(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  255. def setFoldCol(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  256. def setGenerateScoringHistory(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  257. def setGradientEpsilon(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  258. def setHGLM(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  259. def setIgnoreConstCols(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  260. def setIgnoredCols(value: Array[String]): H2OGLMRegressor.this.type

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    Definition Classes
    HasIgnoredCols

  261. def setInteractionPairs(value: Array[(String, String)]): H2OGLMRegressor.this.type

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    Definition Classes
    HasInteractionPairs

  262. def setInteractions(value: Array[String]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  263. def setIntercept(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  264. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  265. def setKeepCrossValidationModels(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  266. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  267. def setLabelCol(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  268. def setLambdaMinRatio(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  269. def setLambdaSearch(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  270. def setLambdaValue(value: Array[Double]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  271. def setLink(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  272. def setMaxActivePredictors(value: Int): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  273. def setMaxAfterBalanceSize(value: Float): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  274. def setMaxConfusionMatrixSize(value: Int): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  275. def setMaxIterations(value: Int): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  276. def setMaxRuntimeSecs(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  277. def setMissingValuesHandling(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  278. def setModelId(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  279. def setNamedMojoOutputColumns(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  280. def setNfolds(value: Int): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  281. def setNlambdas(value: Int): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  282. def setNonNegative(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  283. def setObjReg(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  284. def setObjectiveEpsilon(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  285. def setOffsetCol(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  286. def setPlugValues(value: Map[String, Any]): H2OGLMRegressor.this.type

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    Definition Classes
    HasPlugValues

  287. def setPredictionCol(columnName: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  288. def setPrior(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  289. def setRandomCols(value: Array[String]): H2OGLMRegressor.this.type

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    Definition Classes
    HasRandomCols

  290. def setRandomFamily(value: Array[String]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  291. def setRandomLink(value: Array[String]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  292. def setRemoveCollinearCols(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  293. def setScoreEachIteration(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  294. def setScoreIterationInterval(value: Int): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  295. def setSeed(value: Long): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  296. def setSolver(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  297. def setSplitRatio(ratio: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  298. def setStandardize(value: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  299. def setStartval(value: Array[Double]): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  300. def setStoppingMetric(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  301. def setStoppingRounds(value: Int): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  302. def setStoppingTolerance(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  303. def setTheta(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  304. def setTweedieLinkPower(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  305. def setTweedieVariancePower(value: Double): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  306. def setValidationDataFrame(dataFrame: DataFrame): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  307. def setWeightCol(value: String): H2OGLMRegressor.this.type

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    Definition Classes
    H2OGLMParams

  308. def setWithContributions(enabled: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  309. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  310. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  311. def setWithStageResults(enabled: Boolean): H2OGLMRegressor.this.type

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    Definition Classes
    H2OCommonParams

  312. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  313. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  314. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  315. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  316. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  317. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  318. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  321. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  326. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  328. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  329. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  331. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  333. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  334. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  335. val uid: String

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    Definition Classes
    H2OGLMRegressor → H2OGLM → Identifiable

  336. def update[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

  337. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  338. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  341. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  342. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  343. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  344. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  345. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  346. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from FamilyForRegressionCheck

Inherited from H2ORegressor

Inherited from H2OGLM

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGLMParams

Inherited from DeprecatedDistribution

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasPlugValues

Inherited from HasIgnoredCols

Inherited from HasRandomCols

Inherited from H2OSupervisedAlgorithm[GLMParameters]

Inherited from H2OAlgorithm[GLMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

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