Class/Object

ai.h2o.sparkling.ml.algos.classification

H2OGLMClassifier

Related Docs: object H2OGLMClassifier | package classification

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class H2OGLMClassifier extends H2OGLM with H2OClassifier with FamilyForClassificationCheck

Linear Supertypes
FamilyForClassificationCheck, H2OClassifier, H2OGLM, 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
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Inherited
  1. H2OGLMClassifier
  2. FamilyForClassificationCheck
  3. H2OClassifier
  4. H2OGLM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGLMParams
  7. DeprecatedDistribution
  8. HasInteractionPairs
  9. HasBetaConstraints
  10. HasPlugValues
  11. HasIgnoredCols
  12. HasRandomCols
  13. H2OSupervisedAlgorithm
  14. H2OAlgorithm
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OTrainFramePreparation
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. H2OCommonParams
  23. H2OAlgoParamsBase
  24. ParameterConstructorMethods
  25. H2OBaseMOJOParams
  26. Logging
  27. Estimator
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLMClassifier()

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  2. new H2OGLMClassifier(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 classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  16. final def clear(param: Param[_]): H2OGLMClassifier.this.type

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    Definition Classes
    Params

  17. def clone(): AnyRef

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

  18. val coldStart: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  19. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  20. val computePValues: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  25. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  26. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  28. def copy(extra: ParamMap): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  30. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  33. 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

  34. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  39. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef

  41. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  43. def explainParams(): String

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    Definition Classes
    Params

  44. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  45. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  47. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  48. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  49. def finalize(): Unit

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

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

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    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  55. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  56. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  58. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  59. def getAucType(): String

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    Definition Classes
    H2OGLMParams

  60. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGLMParams

  61. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  62. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  63. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  64. def getCalcLike(): Boolean

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef → Any

  66. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGLMParams

  67. def getColdStart(): Boolean

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    Definition Classes
    H2OGLMParams

  68. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  69. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams

  70. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  71. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  72. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  74. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  75. def getDistribution(): String

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

  76. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams

  77. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLMParams

  78. def getFamily(): String

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    Definition Classes
    H2OGLMParams

  79. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  80. def getFoldAssignment(): String

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    Definition Classes
    H2OGLMParams

  81. def getFoldCol(): String

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    Definition Classes
    H2OGLMParams

  82. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  83. def getHGLM(): Boolean

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    Definition Classes
    H2OGLMParams

  84. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLMParams

  85. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInteractionPairs

  87. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams

  88. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams

  89. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGLMParams

  90. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGLMParams

  91. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGLMParams

  92. def getLabelCol(): String

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    Definition Classes
    H2OGLMParams

  93. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams

  94. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams

  95. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  96. def getLink(): String

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    Definition Classes
    H2OGLMParams

  97. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGLMParams

  98. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGLMParams

  99. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGLMParams

  100. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams

  101. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLMParams

  102. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams

  103. def getModelId(): String

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    Definition Classes
    H2OGLMParams

  104. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  105. def getNfolds(): Int

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    Definition Classes
    H2OGLMParams

  106. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams

  107. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams

  108. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams

  109. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  110. def getOffsetCol(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    HasPlugValues

  114. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  115. def getPrior(): Double

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    Definition Classes
    H2OGLMParams

  116. def getRandomCols(): Array[String]

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    Definition Classes
    HasRandomCols

  117. def getRandomFamily(): Array[String]

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    Definition Classes
    H2OGLMParams

  118. def getRandomLink(): Array[String]

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    Definition Classes
    H2OGLMParams

  119. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams

  120. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLMParams

  121. def getScoreIterationInterval(): Int

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    Definition Classes
    H2OGLMParams

  122. def getSeed(): Long

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    Definition Classes
    H2OGLMParams

  123. def getSolver(): String

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    Definition Classes
    H2OGLMParams

  124. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  125. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams

  126. def getStartval(): Array[Double]

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    Definition Classes
    H2OGLMParams

  127. def getStoppingMetric(): String

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    Definition Classes
    H2OGLMParams

  128. def getStoppingRounds(): Int

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    Definition Classes
    H2OGLMParams

  129. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGLMParams

  130. def getTheta(): Double

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    Definition Classes
    H2OGLMParams

  131. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams

  132. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams

  133. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  134. def getWeightCol(): String

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    Definition Classes
    H2OGLMParams

  135. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  136. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  137. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  138. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  140. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  141. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  142. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  144. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  145. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  149. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  150. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  152. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  153. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  155. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  156. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  157. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  158. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  159. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  160. val lambdaMinRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  161. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  162. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  163. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  164. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  171. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  177. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  178. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  179. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  180. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  181. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  182. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  183. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  184. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  186. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  187. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  188. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  189. final def notify(): Unit

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    Definition Classes
    AnyRef

  190. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  199. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  200. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  201. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  203. def paramTag: ClassTag[GLMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  204. var parameters: GLMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  206. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  207. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  208. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  209. 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

  210. val randomFamily: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  211. val randomLink: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  212. 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
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    Definition Classes
    RestCommunication

  213. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  214. 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

  215. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  216. def save(path: String): Unit

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

  217. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  218. val scoreIterationInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  219. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  220. final def set(paramPair: ParamPair[_]): H2OGLMClassifier.this.type

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    protected
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    Params

  221. final def set(param: String, value: Any): H2OGLMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  222. final def set[T](param: Param[T], value: T): H2OGLMClassifier.this.type

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    Definition Classes
    Params

  223. def setAlphaValue(value: Array[Double]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  224. def setAucType(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  225. def setBalanceClasses(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  226. def setBetaConstraints(value: DataFrame): H2OGLMClassifier.this.type

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    Definition Classes
    HasBetaConstraints

  227. def setBetaEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  228. def setCalcLike(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  229. def setClassSamplingFactors(value: Array[Float]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  230. def setColdStart(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  231. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  232. def setColumnsToCategorical(columns: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  233. def setColumnsToCategorical(first: String, others: String*): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  234. def setComputePValues(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  235. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  236. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  237. def setCustomMetricFunc(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  238. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMClassifier.this.type

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    Attributes
    protected
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    Params

  239. final def setDefault[T](param: Param[T], value: T): H2OGLMClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  240. def setDetailedPredictionCol(columnName: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  241. def setDistribution(value: String): H2OGLMClassifier.this.type

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

  242. def setEarlyStopping(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  243. def setExportCheckpointsDir(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  244. def setFamily(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  245. def setFeaturesCol(first: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  246. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  247. def setFeaturesCols(columnNames: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  248. def setFeaturesCols(first: String, others: String*): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  249. def setFoldAssignment(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  250. def setFoldCol(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  251. def setGradientEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  252. def setHGLM(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  253. def setIgnoreConstCols(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  254. def setIgnoredCols(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    HasIgnoredCols

  255. def setInteractionPairs(value: Array[(String, String)]): H2OGLMClassifier.this.type

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    Definition Classes
    HasInteractionPairs

  256. def setInteractions(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  257. def setIntercept(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  258. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  259. def setKeepCrossValidationModels(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  260. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  261. def setLabelCol(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  262. def setLambdaMinRatio(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  263. def setLambdaSearch(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  264. def setLambdaValue(value: Array[Double]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  265. def setLink(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  266. def setMaxActivePredictors(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  267. def setMaxAfterBalanceSize(value: Float): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  268. def setMaxConfusionMatrixSize(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  269. def setMaxIterations(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  270. def setMaxRuntimeSecs(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  271. def setMissingValuesHandling(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  272. def setModelId(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  273. def setNamedMojoOutputColumns(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  274. def setNfolds(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  275. def setNlambdas(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  276. def setNonNegative(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  277. def setObjReg(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  278. def setObjectiveEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  279. def setOffsetCol(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  280. def setPlugValues(value: Map[String, Any]): H2OGLMClassifier.this.type

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    Definition Classes
    HasPlugValues

  281. def setPredictionCol(columnName: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  282. def setPrior(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  283. def setRandomCols(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    HasRandomCols

  284. def setRandomFamily(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  285. def setRandomLink(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  286. def setRemoveCollinearCols(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  287. def setScoreEachIteration(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  288. def setScoreIterationInterval(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  289. def setSeed(value: Long): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  290. def setSolver(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  291. def setSplitRatio(ratio: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  292. def setStandardize(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  293. def setStartval(value: Array[Double]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  294. def setStoppingMetric(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  295. def setStoppingRounds(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  296. def setStoppingTolerance(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  297. def setTheta(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  298. def setTweedieLinkPower(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  299. def setTweedieVariancePower(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  300. def setValidationDataFrame(dataFrame: DataFrame): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  301. def setWeightCol(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  302. def setWithContributions(enabled: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  303. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLMClassifier.this.type

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

  304. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  305. def setWithStageResults(enabled: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

  306. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  307. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  308. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  309. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  310. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  311. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  312. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  315. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  320. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  322. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  323. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  325. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  327. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  328. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  329. val uid: String

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    Definition Classes
    H2OGLMClassifier → H2OGLM → Identifiable

  330. 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

  331. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  332. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  335. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  336. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  337. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  338. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  339. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  340. 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 FamilyForClassificationCheck

Inherited from H2OClassifier

Inherited from H2OGLM

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGLMParams

Inherited from DeprecatedDistribution

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasPlugValues

Inherited from HasIgnoredCols

Inherited from HasRandomCols

Inherited from H2OSupervisedAlgorithm[GLMParameters]

Inherited from H2OAlgorithm[GLMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from 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