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, HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OSupervisedAlgorithmWithFoldColumn[GLMParameters], H2OSupervisedAlgorithm[GLMParameters], H2OAlgorithm[GLMParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[GLMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGLMClassifier
  2. FamilyForClassificationCheck
  3. H2OClassifier
  4. H2OGLM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGLMParams
  7. HasInteractionPairs
  8. HasBetaConstraints
  9. HasPlugValues
  10. HasIgnoredCols
  11. HasRandomCols
  12. H2OSupervisedAlgorithmWithFoldColumn
  13. H2OSupervisedAlgorithm
  14. H2OAlgorithm
  15. H2OAlgorithmCommonParams
  16. H2OAlgorithmMOJOParams
  17. H2OEstimator
  18. DefaultParamsWritable
  19. MLWritable
  20. H2OTrainFramePreparation
  21. H2OAlgoCommonUtils
  22. EstimatorCommonUtils
  23. RestCommunication
  24. RestEncodingUtils
  25. Logging
  26. H2OCommonParams
  27. H2OBaseMOJOParams
  28. HasDataFrameSerializer
  29. H2OAlgoParamsBase
  30. H2OFrameLifecycle
  31. ParameterConstructorMethods
  32. Estimator
  33. PipelineStage
  34. Logging
  35. Params
  36. Serializable
  37. Serializable
  38. Identifiable
  39. AnyRef
  40. 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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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. val HGLM: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  6. val alphaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. val aucType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  9. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  10. val betaEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  11. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  13. val buildNullModel: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  14. val calcLike: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    RestCommunication

  16. val checkpoint: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  17. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  19. def clone(): AnyRef

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

  20. val coldStart: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  21. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  22. val computePValues: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  25. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  27. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  28. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  32. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  33. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  34. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  35. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  38. 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

  39. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  40. val dispersionEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  41. val dispersionLearningRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  42. val dispersionParameterMethod: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  47. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef

  49. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  51. def explainParams(): String

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    Definition Classes
    Params

  52. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  53. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  55. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  56. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  57. def finalize(): Unit

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

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

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    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  62. val fixDispersionParameter: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  63. val fixTweedieVariancePower: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  65. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  66. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  67. val generateScoringHistory: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  68. val generateVariableInflationFactors: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  70. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  71. def getAucType(): String

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    Definition Classes
    H2OGLMParams

  72. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGLMParams

  73. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  74. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  75. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  76. def getBuildNullModel(): Boolean

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    Definition Classes
    H2OGLMParams

  77. def getCalcLike(): Boolean

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    Definition Classes
    H2OGLMParams

  78. def getCheckpoint(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef → Any

  80. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGLMParams

  81. def getColdStart(): Boolean

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    Definition Classes
    H2OGLMParams

  82. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  83. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams

  84. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  85. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  86. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGLMParams

  87. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  89. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  90. def getDispersionEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  91. def getDispersionLearningRate(): Double

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    Definition Classes
    H2OGLMParams

  92. def getDispersionParameterMethod(): String

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    Definition Classes
    H2OGLMParams

  93. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams

  94. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLMParams

  95. def getFamily(): String

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    Definition Classes
    H2OGLMParams

  96. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  97. def getFixDispersionParameter(): Boolean

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    Definition Classes
    H2OGLMParams

  98. def getFixTweedieVariancePower(): Boolean

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    Definition Classes
    H2OGLMParams

  99. def getFoldAssignment(): String

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    Definition Classes
    H2OGLMParams

  100. def getFoldCol(): String

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    Definition Classes
    H2OGLMParams

  101. def getGenerateScoringHistory(): Boolean

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    Definition Classes
    H2OGLMParams

  102. def getGenerateVariableInflationFactors(): Boolean

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    Definition Classes
    H2OGLMParams

  103. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  104. def getHGLM(): Boolean

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    Definition Classes
    H2OGLMParams

  105. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLMParams

  106. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  107. def getInfluence(): String

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    Definition Classes
    H2OGLMParams

  108. def getInitDispersionParameter(): Double

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasInteractionPairs

  110. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams

  111. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams

  112. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  113. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGLMParams

  114. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGLMParams

  115. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGLMParams

  116. def getLabelCol(): String

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    Definition Classes
    H2OGLMParams

  117. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams

  118. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams

  119. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  120. def getLink(): String

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    Definition Classes
    H2OGLMParams

  121. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGLMParams

  122. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGLMParams

  123. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGLMParams

  124. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams

  125. def getMaxIterationsDispersion(): Int

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    Definition Classes
    H2OGLMParams

  126. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLMParams

  127. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams

  128. def getModelId(): String

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    Definition Classes
    H2OGLMParams

  129. def getNfolds(): Int

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    Definition Classes
    H2OGLMParams

  130. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams

  131. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams

  132. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams

  133. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  134. def getOffsetCol(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    HasPlugValues

  138. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  139. def getPrior(): Double

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    Definition Classes
    H2OGLMParams

  140. def getRandomCols(): Array[String]

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    Definition Classes
    HasRandomCols

  141. def getRandomFamily(): Array[String]

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    Definition Classes
    H2OGLMParams

  142. def getRandomLink(): Array[String]

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    Definition Classes
    H2OGLMParams

  143. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams

  144. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLMParams

  145. def getScoreIterationInterval(): Int

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    Definition Classes
    H2OGLMParams

  146. def getSeed(): Long

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    Definition Classes
    H2OGLMParams

  147. def getSolver(): String

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    Definition Classes
    H2OGLMParams

  148. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  149. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams

  150. def getStartval(): Array[Double]

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    Definition Classes
    H2OGLMParams

  151. def getStoppingMetric(): String

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    Definition Classes
    H2OGLMParams

  152. def getStoppingRounds(): Int

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    Definition Classes
    H2OGLMParams

  153. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGLMParams

  154. def getTheta(): Double

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    Definition Classes
    H2OGLMParams

  155. def getTweedieEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  156. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams

  157. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams

  158. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  159. def getWeightCol(): String

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    Definition Classes
    H2OGLMParams

  160. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  161. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  162. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  163. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  165. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  166. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  167. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  168. val influence: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  169. val initDispersionParameter: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  171. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  172. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  176. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  177. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  179. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  180. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  182. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  183. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  184. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  185. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  186. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  187. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  188. val lambdaMinRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  189. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  190. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  191. val link: Param[String]

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    Attributes
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    H2OGLMParams

  192. def log: Logger

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    Attributes
    protected
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    Logging

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

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    Attributes
    protected
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    Logging

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

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    protected
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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  199. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    ParameterConstructorMethods

  205. val maxActivePredictors: IntParam

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    Attributes
    protected
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    H2OGLMParams

  206. val maxAfterBalanceSize: FloatParam

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    Attributes
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    Definition Classes
    H2OGLMParams

  207. val maxConfusionMatrixSize: IntParam

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    Definition Classes
    H2OGLMParams

  208. val maxIterations: IntParam

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    Attributes
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    Definition Classes
    H2OGLMParams

  209. val maxIterationsDispersion: IntParam

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    Definition Classes
    H2OGLMParams

  210. val maxRuntimeSecs: DoubleParam

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    H2OGLMParams

  211. val missingValuesHandling: Param[String]

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    Definition Classes
    H2OGLMParams

  212. val modelId: NullableStringParam

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    H2OGLMParams

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

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    Definition Classes
    AnyRef

  214. val nfolds: IntParam

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    Attributes
    protected
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    H2OGLMParams

  215. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  216. val nonNegative: BooleanParam

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    Attributes
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    H2OGLMParams

  217. final def notify(): Unit

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    Definition Classes
    AnyRef

  218. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  219. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  228. val objReg: DoubleParam

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    protected
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    H2OGLMParams

  229. val objectiveEpsilon: DoubleParam

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    Definition Classes
    H2OGLMParams

  230. val offsetCol: NullableStringParam

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    H2OGLMParams

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

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    ParameterConstructorMethods

  232. def paramTag: ClassTag[GLMParameters]

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    protected
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    H2OGLMParams

  233. var parameters: GLMParameters

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    H2OEstimator

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

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    Definition Classes
    Params

  235. final val predictionCol: Param[String]

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    Attributes
    protected
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    H2OAlgorithmMOJOParams

  236. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
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    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  237. val prior: DoubleParam

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    Attributes
    protected
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    H2OGLMParams

  238. 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

  239. val randomFamily: NullableStringArrayParam

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    Attributes
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    H2OGLMParams

  240. val randomLink: NullableStringArrayParam

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    H2OGLMParams

  241. 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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    RestCommunication

  242. val removeCollinearCols: BooleanParam

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    Attributes
    protected
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    H2OGLMParams

  243. 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

  244. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  245. def save(path: String): Unit

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

  246. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  247. val scoreIterationInterval: IntParam

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    H2OGLMParams

  248. val seed: LongParam

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    H2OGLMParams

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

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    Params

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

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    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasBetaConstraints

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

  259. def setCheckpoint(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

  269. def setDataFrameSerializer(fullClassName: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
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    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

  273. def setDispersionEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  274. def setDispersionLearningRate(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  275. def setDispersionParameterMethod(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

  283. def setFixDispersionParameter(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  284. def setFixTweedieVariancePower(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

  288. def setGenerateVariableInflationFactors(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasIgnoredCols

  293. def setInfluence(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

  294. def setInitDispersionParameter(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasInteractionPairs

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

  298. def setKeepBinaryModels(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

  311. def setMaxIterationsDispersion(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasPlugValues

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasRandomCols

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

  339. def setTweedieEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

  347. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  348. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  349. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  350. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  351. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  352. val stoppingRounds: IntParam

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    protected
    Definition Classes
    H2OGLMParams

  353. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    protected
    Definition Classes
    ParameterConstructorMethods

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

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    protected
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    ParameterConstructorMethods

  356. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  361. def stringifyPrimitiveParam(value: Any): String

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  363. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  364. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  367. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  369. val tweedieEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  370. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  371. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  372. val uid: String

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    Definition Classes
    H2OGLMClassifier → H2OGLM → Identifiable

  373. 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

  374. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  375. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  378. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  379. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  380. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  381. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  382. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from FamilyForClassificationCheck

Inherited from H2OClassifier

Inherited from H2OGLM

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGLMParams

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasPlugValues

Inherited from HasIgnoredCols

Inherited from HasRandomCols

Inherited from H2OSupervisedAlgorithmWithFoldColumn[GLMParameters]

Inherited from H2OSupervisedAlgorithm[GLMParameters]

Inherited from H2OAlgorithm[GLMParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[GLMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped