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
    H2OAlgorithmH2OEstimator
  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
    H2OGLMH2OSupervisedAlgorithmH2OAlgorithmH2OEstimator → 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 gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  68. val generateScoringHistory: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  69. val generateVariableInflationFactors: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  70. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  71. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams
  72. def getAucType(): String

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    Definition Classes
    H2OGLMParams
  73. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGLMParams
  74. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints
  75. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams
  76. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils
  77. def getBuildNullModel(): Boolean

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    Definition Classes
    H2OGLMParams
  78. def getCalcLike(): Boolean

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    Definition Classes
    H2OGLMParams
  79. def getCheckpoint(): String

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    Definition Classes
    H2OGLMParams
  80. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  81. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGLMParams
  82. def getColdStart(): Boolean

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    Definition Classes
    H2OGLMParams
  83. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  84. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams
  85. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  86. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  87. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGLMParams
  88. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer
  89. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  90. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  91. def getDispersionEpsilon(): Double

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    Definition Classes
    H2OGLMParams
  92. def getDispersionLearningRate(): Double

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    Definition Classes
    H2OGLMParams
  93. def getDispersionParameterMethod(): String

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    Definition Classes
    H2OGLMParams
  94. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams
  95. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLMParams
  96. def getFamily(): String

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    Definition Classes
    H2OGLMParams
  97. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  98. def getFixDispersionParameter(): Boolean

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    Definition Classes
    H2OGLMParams
  99. def getFixTweedieVariancePower(): Boolean

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    Definition Classes
    H2OGLMParams
  100. def getFoldAssignment(): String

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    Definition Classes
    H2OGLMParams
  101. def getFoldCol(): String

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    Definition Classes
    H2OGLMParams
  102. def getGainsliftBins(): Int

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    Definition Classes
    H2OGLMParams
  103. def getGenerateScoringHistory(): Boolean

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    Definition Classes
    H2OGLMParams
  104. def getGenerateVariableInflationFactors(): Boolean

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    Definition Classes
    H2OGLMParams
  105. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams
  106. def getHGLM(): Boolean

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    Definition Classes
    H2OGLMParams
  107. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLMParams
  108. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols
  109. def getInfluence(): String

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    Definition Classes
    H2OGLMParams
  110. def getInitDispersionParameter(): Double

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    Definition Classes
    H2OGLMParams
  111. def getInteractionPairs(): Array[(String, String)]

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    Definition Classes
    HasInteractionPairs
  112. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams
  113. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams
  114. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams
  115. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGLMParams
  116. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGLMParams
  117. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGLMParams
  118. def getLabelCol(): String

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    Definition Classes
    H2OGLMParams
  119. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams
  120. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams
  121. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams
  122. def getLink(): String

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    Definition Classes
    H2OGLMParams
  123. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGLMParams
  124. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGLMParams
  125. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGLMParams
  126. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams
  127. def getMaxIterationsDispersion(): Int

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    Definition Classes
    H2OGLMParams
  128. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLMParams
  129. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams
  130. def getModelId(): String

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    Definition Classes
    H2OGLMParams
  131. def getNfolds(): Int

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    Definition Classes
    H2OGLMParams
  132. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams
  133. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams
  134. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams
  135. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams
  136. def getOffsetCol(): String

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    Definition Classes
    H2OGLMParams
  137. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  138. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  139. def getPlugValues(): Map[String, Any]

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    Definition Classes
    HasPlugValues
  140. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  141. def getPrior(): Double

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    Definition Classes
    H2OGLMParams
  142. def getRandomCols(): Array[String]

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    Definition Classes
    HasRandomCols
  143. def getRandomFamily(): Array[String]

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    Definition Classes
    H2OGLMParams
  144. def getRandomLink(): Array[String]

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    Definition Classes
    H2OGLMParams
  145. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams
  146. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLMParams
  147. def getScoreIterationInterval(): Int

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    Definition Classes
    H2OGLMParams
  148. def getSeed(): Long

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    Definition Classes
    H2OGLMParams
  149. def getSolver(): String

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    Definition Classes
    H2OGLMParams
  150. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  151. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams
  152. def getStartval(): Array[Double]

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    Definition Classes
    H2OGLMParams
  153. def getStoppingMetric(): String

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    Definition Classes
    H2OGLMParams
  154. def getStoppingRounds(): Int

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    Definition Classes
    H2OGLMParams
  155. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGLMParams
  156. def getTheta(): Double

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    Definition Classes
    H2OGLMParams
  157. def getTweedieEpsilon(): Double

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    Definition Classes
    H2OGLMParams
  158. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams
  159. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams
  160. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams
  161. def getWeightCol(): String

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    Definition Classes
    H2OGLMParams
  162. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  163. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  164. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  165. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  166. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  167. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  168. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  169. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  170. val influence: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  171. val initDispersionParameter: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  172. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  173. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  174. 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
  175. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication
  176. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  177. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  178. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  179. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  180. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  181. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  182. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  183. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  184. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  185. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  186. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  187. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  188. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  189. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  190. val lambdaMinRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  191. val lambdaSearch: BooleanParam

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    H2OGLMParams
  192. val lambdaValue: NullableDoubleArrayParam

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    H2OGLMParams
  193. val link: Param[String]

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    H2OGLMParams
  194. def log: Logger

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    Attributes
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    Logging
  195. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
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    Logging
  196. def logDebug(msg: ⇒ String): Unit

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

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    Logging
  198. def logError(msg: ⇒ String): Unit

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

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    Logging
  200. def logInfo(msg: ⇒ String): Unit

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    Logging
  201. def logName: String

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

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    Logging
  203. def logTrace(msg: ⇒ String): Unit

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

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    Logging
  205. def logWarning(msg: ⇒ String): Unit

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    Logging
  206. def longParam(name: String, doc: String): LongParam

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  207. val maxActivePredictors: IntParam

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    H2OGLMParams
  208. val maxAfterBalanceSize: FloatParam

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    H2OGLMParams
  209. val maxConfusionMatrixSize: IntParam

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    H2OGLMParams
  210. val maxIterations: IntParam

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    H2OGLMParams
  211. val maxIterationsDispersion: IntParam

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    H2OGLMParams
  212. val maxRuntimeSecs: DoubleParam

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    H2OGLMParams
  213. val missingValuesHandling: Param[String]

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    H2OGLMParams
  214. val modelId: NullableStringParam

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    H2OGLMParams
  215. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  216. val nfolds: IntParam

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    H2OGLMParams
  217. val nlambdas: IntParam

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    H2OGLMParams
  218. val nonNegative: BooleanParam

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    H2OGLMParams
  219. final def notify(): Unit

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    AnyRef
  220. final def notifyAll(): Unit

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    AnyRef
  221. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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

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

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

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

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

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

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

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

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  230. val objReg: DoubleParam

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    H2OGLMParams
  231. val objectiveEpsilon: DoubleParam

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    H2OGLMParams
  232. val offsetCol: NullableStringParam

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    H2OGLMParams
  233. def param[T](name: String, doc: String): Param[T]

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  234. def paramTag: ClassTag[GLMParameters]

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    H2OGLMParams
  235. var parameters: GLMParameters

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    H2OEstimator
  236. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  237. final val predictionCol: Param[String]

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    H2OAlgorithmMOJOParams
  238. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
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    FamilyBasedH2OTrainFramePreparationH2OTrainFramePreparation
  239. val prior: DoubleParam

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    H2OGLMParams
  240. 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
  241. val randomFamily: NullableStringArrayParam

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    H2OGLMParams
  242. val randomLink: NullableStringArrayParam

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    H2OGLMParams
  243. 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
  244. val removeCollinearCols: BooleanParam

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    H2OGLMParams
  245. 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
  246. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils
  247. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  248. val scoreEachIteration: BooleanParam

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    H2OGLMParams
  249. val scoreIterationInterval: IntParam

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    H2OGLMParams
  250. val seed: LongParam

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    H2OGLMParams
  251. final def set(paramPair: ParamPair[_]): H2OGLMClassifier.this.type

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

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

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    Definition Classes
    Params
  254. def setAlphaValue(value: Array[Double]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  255. def setAucType(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  256. def setBalanceClasses(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  257. def setBetaConstraints(value: DataFrame): H2OGLMClassifier.this.type

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    Definition Classes
    HasBetaConstraints
  258. def setBetaEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  259. def setBuildNullModel(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  260. def setCalcLike(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  261. def setCheckpoint(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  262. def setClassSamplingFactors(value: Array[Float]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  263. def setColdStart(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  264. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  265. def setColumnsToCategorical(columns: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  266. def setColumnsToCategorical(first: String, others: String*): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  267. def setComputePValues(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  268. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  269. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  270. def setCustomMetricFunc(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  271. def setDataFrameSerializer(fullClassName: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams
  272. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMClassifier.this.type

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

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    Attributes
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    Params
  274. def setDetailedPredictionCol(columnName: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  275. def setDispersionEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  276. def setDispersionLearningRate(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  277. def setDispersionParameterMethod(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  278. def setEarlyStopping(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  279. def setExportCheckpointsDir(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  280. def setFamily(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  281. def setFeaturesCol(first: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  282. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  283. def setFeaturesCols(columnNames: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  284. def setFeaturesCols(first: String, others: String*): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  285. def setFixDispersionParameter(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  286. def setFixTweedieVariancePower(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  287. def setFoldAssignment(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  288. def setFoldCol(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  289. def setGainsliftBins(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  290. def setGenerateScoringHistory(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  291. def setGenerateVariableInflationFactors(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  292. def setGradientEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  293. def setHGLM(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  294. def setIgnoreConstCols(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  295. def setIgnoredCols(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    HasIgnoredCols
  296. def setInfluence(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  297. def setInitDispersionParameter(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  298. def setInteractionPairs(value: Array[(String, String)]): H2OGLMClassifier.this.type

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    Definition Classes
    HasInteractionPairs
  299. def setInteractions(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  300. def setIntercept(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  301. def setKeepBinaryModels(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  302. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  303. def setKeepCrossValidationModels(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  304. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  305. def setLabelCol(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  306. def setLambdaMinRatio(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  307. def setLambdaSearch(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  308. def setLambdaValue(value: Array[Double]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  309. def setLink(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  310. def setMaxActivePredictors(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  311. def setMaxAfterBalanceSize(value: Float): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  312. def setMaxConfusionMatrixSize(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  313. def setMaxIterations(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  314. def setMaxIterationsDispersion(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  315. def setMaxRuntimeSecs(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  316. def setMissingValuesHandling(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  317. def setModelId(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  318. def setNfolds(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  319. def setNlambdas(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  320. def setNonNegative(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  321. def setObjReg(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  322. def setObjectiveEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  323. def setOffsetCol(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  324. def setPlugValues(value: Map[String, Any]): H2OGLMClassifier.this.type

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    Definition Classes
    HasPlugValues
  325. def setPredictionCol(columnName: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  326. def setPrior(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  327. def setRandomCols(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    HasRandomCols
  328. def setRandomFamily(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  329. def setRandomLink(value: Array[String]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  330. def setRemoveCollinearCols(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  331. def setScoreEachIteration(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  332. def setScoreIterationInterval(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  333. def setSeed(value: Long): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  334. def setSolver(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  335. def setSplitRatio(ratio: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  336. def setStandardize(value: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  337. def setStartval(value: Array[Double]): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  338. def setStoppingMetric(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  339. def setStoppingRounds(value: Int): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  340. def setStoppingTolerance(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  341. def setTheta(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  342. def setTweedieEpsilon(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  343. def setTweedieLinkPower(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  344. def setTweedieVariancePower(value: Double): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  345. def setValidationDataFrame(dataFrame: DataFrame): H2OGLMClassifier.this.type

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    Definition Classes
    H2OCommonParams
  346. def setWeightCol(value: String): H2OGLMClassifier.this.type

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    Definition Classes
    H2OGLMParams
  347. def setWithContributions(enabled: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  348. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  349. def setWithStageResults(enabled: Boolean): H2OGLMClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  350. val solver: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  351. final val splitRatio: DoubleParam

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    H2OCommonParams
  352. val standardize: BooleanParam

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    H2OGLMParams
  353. val startval: NullableDoubleArrayParam

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    H2OGLMParams
  354. val stoppingMetric: Param[String]

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    Definition Classes
    H2OGLMParams
  355. val stoppingRounds: IntParam

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    H2OGLMParams
  356. val stoppingTolerance: DoubleParam

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    H2OGLMParams
  357. def stringArrayParam(name: String, doc: String): StringArrayParam

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

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    protected
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    ParameterConstructorMethods
  359. def stringify(value: Any): String

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

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

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

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

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    Definition Classes
    RestEncodingUtils
  364. def stringifyPrimitiveParam(value: Any): String

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

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    Definition Classes
    AnyRef
  366. val theta: DoubleParam

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    protected
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    H2OGLMParams
  367. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  368. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  369. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  370. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumnH2OSupervisedAlgorithmH2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  371. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  372. val tweedieEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  373. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  374. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  375. val uid: String

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    Definition Classes
    H2OGLMClassifierH2OGLM → Identifiable
  376. 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
  377. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  378. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  379. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  380. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  381. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams
  382. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  383. final val withLeafNodeAssignments: BooleanParam

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    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  384. final val withStageResults: BooleanParam

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    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  385. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OClassifier

Inherited from H2OGLM

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