Class/Object

ai.h2o.sparkling.ml.algos

H2OGLM

Related Docs: object H2OGLM | package algos

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class H2OGLM extends H2OSupervisedAlgorithm[GLMParameters] with H2OGLMParams with FamilyBasedH2OTrainFramePreparation

Linear Supertypes
FamilyBasedH2OTrainFramePreparation, H2OGLMParams, DeprecatedDistribution, HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OSupervisedAlgorithm[GLMParameters], H2OAlgorithm[GLMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, 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. DeprecatedDistribution
  5. HasInteractionPairs
  6. HasBetaConstraints
  7. HasPlugValues
  8. HasIgnoredCols
  9. HasRandomCols
  10. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OTrainFramePreparation
  15. H2OAlgoCommonUtils
  16. EstimatorCommonUtils
  17. RestCommunication
  18. RestEncodingUtils
  19. H2OCommonParams
  20. H2OAlgoParamsBase
  21. ParameterConstructorMethods
  22. H2OBaseMOJOParams
  23. Logging
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. 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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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 balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  9. val betaEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  10. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  12. val calcLike: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    RestCommunication

  14. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  16. def clone(): AnyRef

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

  17. val coldStart: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  18. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  19. val computePValues: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  25. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  29. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  32. 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

  33. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  38. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef

  40. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  42. def explainParams(): String

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    Definition Classes
    Params

  43. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  44. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  46. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  47. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  48. def finalize(): Unit

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

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

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    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  54. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  55. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  57. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  58. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGLMParams

  59. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  60. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  61. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  62. def getCalcLike(): Boolean

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef → Any

  64. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGLMParams

  65. def getColdStart(): Boolean

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    Definition Classes
    H2OGLMParams

  66. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  67. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams

  68. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  69. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  70. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  72. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  73. def getDistribution(): String

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

  74. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams

  75. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLMParams

  76. def getFamily(): String

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    Definition Classes
    H2OGLMParams

  77. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  78. def getFoldAssignment(): String

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    Definition Classes
    H2OGLMParams

  79. def getFoldCol(): String

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    Definition Classes
    H2OGLMParams

  80. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  81. def getHGLM(): Boolean

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    Definition Classes
    H2OGLMParams

  82. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLMParams

  83. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInteractionPairs

  85. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams

  86. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams

  87. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGLMParams

  88. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGLMParams

  89. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGLMParams

  90. def getLabelCol(): String

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    Definition Classes
    H2OGLMParams

  91. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams

  92. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams

  93. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  94. def getLink(): String

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    Definition Classes
    H2OGLMParams

  95. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGLMParams

  96. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGLMParams

  97. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGLMParams

  98. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams

  99. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLMParams

  100. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams

  101. def getModelId(): String

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    Definition Classes
    H2OGLMParams

  102. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  103. def getNfolds(): Int

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    Definition Classes
    H2OGLMParams

  104. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams

  105. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams

  106. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams

  107. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  108. def getOffsetCol(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    HasPlugValues

  112. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  113. def getPrior(): Double

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    Definition Classes
    H2OGLMParams

  114. def getRandomCols(): Array[String]

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    Definition Classes
    HasRandomCols

  115. def getRandomFamily(): Array[String]

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    Definition Classes
    H2OGLMParams

  116. def getRandomLink(): Array[String]

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    Definition Classes
    H2OGLMParams

  117. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams

  118. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLMParams

  119. def getScoreIterationInterval(): Int

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    Definition Classes
    H2OGLMParams

  120. def getSeed(): Long

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    Definition Classes
    H2OGLMParams

  121. def getSolver(): String

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    Definition Classes
    H2OGLMParams

  122. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  123. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams

  124. def getStartval(): Array[Double]

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    Definition Classes
    H2OGLMParams

  125. def getStoppingMetric(): String

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    Definition Classes
    H2OGLMParams

  126. def getStoppingRounds(): Int

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    Definition Classes
    H2OGLMParams

  127. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGLMParams

  128. def getTheta(): Double

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    Definition Classes
    H2OGLMParams

  129. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams

  130. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams

  131. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  132. def getWeightCol(): String

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    Definition Classes
    H2OGLMParams

  133. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  134. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  135. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  136. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  138. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  139. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  140. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  142. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  143. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  147. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  148. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  150. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  151. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  153. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  154. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  155. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  156. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  157. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  158. val lambdaMinRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  159. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  160. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  161. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  162. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  169. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  175. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  176. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  177. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  178. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  179. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  180. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  181. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  182. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  184. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  185. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  186. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  187. final def notify(): Unit

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    Definition Classes
    AnyRef

  188. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  197. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  198. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  199. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  201. def paramTag: ClassTag[GLMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  202. var parameters: GLMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  204. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  205. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  206. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  207. 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

  208. val randomFamily: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  209. val randomLink: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  210. 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

  211. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  212. 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

  213. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  214. def save(path: String): Unit

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

  215. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  216. val scoreIterationInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  217. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasBetaConstraints

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInteractionPairs

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasPlugValues

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasRandomCols

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  303. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  304. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  305. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  306. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  307. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  308. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  309. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  312. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  317. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  319. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  320. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  322. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  324. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  325. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  326. val uid: String

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    Definition Classes
    H2OGLM → Identifiable

  327. 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

  328. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  329. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  332. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  333. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  334. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  335. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  336. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  337. 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 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 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