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, H2OFrameLifecycle, 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. H2OFrameLifecycle
  22. ParameterConstructorMethods
  23. H2OBaseMOJOParams
  24. Logging
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. 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 aucType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  9. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  10. val betaEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  11. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  13. val calcLike: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    RestCommunication

  15. val checkpoint: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  16. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  18. def clone(): AnyRef

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

  19. val coldStart: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  20. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  21. val computePValues: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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

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    Definition Classes
    Params

  59. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  60. def getAucType(): String

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    Definition Classes
    H2OGLMParams

  61. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGLMParams

  62. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  63. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  64. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  65. def getCalcLike(): Boolean

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    Definition Classes
    H2OGLMParams

  66. def getCheckpoint(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef → Any

  68. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGLMParams

  69. def getColdStart(): Boolean

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    Definition Classes
    H2OGLMParams

  70. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  71. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams

  72. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  73. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  74. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  76. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  77. def getDistribution(): String

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

  78. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams

  79. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLMParams

  80. def getFamily(): String

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    Definition Classes
    H2OGLMParams

  81. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  82. def getFoldAssignment(): String

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    Definition Classes
    H2OGLMParams

  83. def getFoldCol(): String

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    Definition Classes
    H2OGLMParams

  84. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  85. def getHGLM(): Boolean

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    Definition Classes
    H2OGLMParams

  86. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLMParams

  87. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInteractionPairs

  89. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams

  90. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams

  91. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGLMParams

  92. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGLMParams

  93. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGLMParams

  94. def getLabelCol(): String

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    Definition Classes
    H2OGLMParams

  95. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams

  96. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams

  97. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  98. def getLink(): String

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    Definition Classes
    H2OGLMParams

  99. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGLMParams

  100. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGLMParams

  101. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGLMParams

  102. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams

  103. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLMParams

  104. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams

  105. def getModelId(): String

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    Definition Classes
    H2OGLMParams

  106. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  107. def getNfolds(): Int

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    Definition Classes
    H2OGLMParams

  108. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams

  109. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams

  110. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams

  111. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  112. def getOffsetCol(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    HasPlugValues

  116. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  117. def getPrior(): Double

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    Definition Classes
    H2OGLMParams

  118. def getRandomCols(): Array[String]

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    Definition Classes
    HasRandomCols

  119. def getRandomFamily(): Array[String]

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    Definition Classes
    H2OGLMParams

  120. def getRandomLink(): Array[String]

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    Definition Classes
    H2OGLMParams

  121. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams

  122. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLMParams

  123. def getScoreIterationInterval(): Int

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    Definition Classes
    H2OGLMParams

  124. def getSeed(): Long

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    Definition Classes
    H2OGLMParams

  125. def getSolver(): String

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    Definition Classes
    H2OGLMParams

  126. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  127. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams

  128. def getStartval(): Array[Double]

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    Definition Classes
    H2OGLMParams

  129. def getStoppingMetric(): String

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    Definition Classes
    H2OGLMParams

  130. def getStoppingRounds(): Int

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    Definition Classes
    H2OGLMParams

  131. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGLMParams

  132. def getTheta(): Double

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    Definition Classes
    H2OGLMParams

  133. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams

  134. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams

  135. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  136. def getWeightCol(): String

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    Definition Classes
    H2OGLMParams

  137. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  138. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  139. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  140. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  142. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  143. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  144. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  145. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  146. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  150. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  151. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  153. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  154. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  156. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  157. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  158. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  159. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  160. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  161. val lambdaMinRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  162. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  163. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  164. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  165. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  172. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  178. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  179. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  180. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  181. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  182. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  183. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  184. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  185. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  187. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  188. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  189. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  190. final def notify(): Unit

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    Definition Classes
    AnyRef

  191. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  200. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  201. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  202. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  204. def paramTag: ClassTag[GLMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  205. var parameters: GLMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  207. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  208. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  209. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  210. 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

  211. val randomFamily: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  212. val randomLink: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  213. 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

  214. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  215. 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

  216. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  217. def save(path: String): Unit

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

  218. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  219. val scoreIterationInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  220. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasBetaConstraints

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInteractionPairs

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasPlugValues

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasRandomCols

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  308. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  309. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  310. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  311. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  312. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  313. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  314. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  317. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  322. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  324. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  325. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  327. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  329. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  330. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  331. val uid: String

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    Definition Classes
    H2OGLM → Identifiable

  332. 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

  333. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  334. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  337. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  338. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  339. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  340. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  341. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  342. 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 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