Class/Object

ai.h2o.sparkling.ml.algos

H2OGLM

Related Docs: object H2OGLM | package algos

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class H2OGLM extends H2OSupervisedAlgorithmWithFoldColumn[GLMParameters] with H2OGLMParams with FamilyBasedH2OTrainFramePreparation

Linear Supertypes
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, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLMClassifier, H2OGLMRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLM
  2. FamilyBasedH2OTrainFramePreparation
  3. H2OGLMParams
  4. HasInteractionPairs
  5. HasBetaConstraints
  6. HasPlugValues
  7. HasIgnoredCols
  8. HasRandomCols
  9. H2OSupervisedAlgorithmWithFoldColumn
  10. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. H2OAlgorithmCommonParams
  13. H2OAlgorithmMOJOParams
  14. H2OEstimator
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OTrainFramePreparation
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. Logging
  23. H2OCommonParams
  24. H2OBaseMOJOParams
  25. H2OAlgoParamsBase
  26. H2OFrameLifecycle
  27. ParameterConstructorMethods
  28. Estimator
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLM()

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  2. new H2OGLM(uid: String)

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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 calcLike: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    RestCommunication

  15. val checkpoint: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  16. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  18. def clone(): AnyRef

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

  19. val coldStart: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  20. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  21. val computePValues: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  31. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  32. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  33. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  36. 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

  37. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  42. val earlyStopping: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef

  44. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  46. def explainParams(): String

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    Definition Classes
    Params

  47. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  48. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  50. val family: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  51. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  52. def finalize(): Unit

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

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

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    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  58. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  59. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  60. val generateScoringHistory: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  62. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  63. def getAucType(): String

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    Definition Classes
    H2OGLMParams

  64. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OGLMParams

  65. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints

  66. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  67. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  68. def getCalcLike(): Boolean

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    Definition Classes
    H2OGLMParams

  69. def getCheckpoint(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef → Any

  71. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OGLMParams

  72. def getColdStart(): Boolean

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    Definition Classes
    H2OGLMParams

  73. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  74. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams

  75. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  76. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  77. def getCustomMetricFunc(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  79. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  80. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams

  81. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OGLMParams

  82. def getFamily(): String

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    Definition Classes
    H2OGLMParams

  83. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  84. def getFoldAssignment(): String

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    Definition Classes
    H2OGLMParams

  85. def getFoldCol(): String

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    Definition Classes
    H2OGLMParams

  86. def getGenerateScoringHistory(): Boolean

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    Definition Classes
    H2OGLMParams

  87. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  88. def getHGLM(): Boolean

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    Definition Classes
    H2OGLMParams

  89. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OGLMParams

  90. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInteractionPairs

  92. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams

  93. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams

  94. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  95. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OGLMParams

  96. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OGLMParams

  97. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OGLMParams

  98. def getLabelCol(): String

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    Definition Classes
    H2OGLMParams

  99. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams

  100. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams

  101. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  102. def getLink(): String

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    Definition Classes
    H2OGLMParams

  103. def getMaxActivePredictors(): Int

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    Definition Classes
    H2OGLMParams

  104. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OGLMParams

  105. def getMaxConfusionMatrixSize(): Int

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    Definition Classes
    H2OGLMParams

  106. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams

  107. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OGLMParams

  108. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams

  109. def getModelId(): String

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    Definition Classes
    H2OGLMParams

  110. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  111. def getNfolds(): Int

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    Definition Classes
    H2OGLMParams

  112. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams

  113. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams

  114. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams

  115. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  116. def getOffsetCol(): String

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    HasPlugValues

  120. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  121. def getPrior(): Double

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    Definition Classes
    H2OGLMParams

  122. def getRandomCols(): Array[String]

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    Definition Classes
    HasRandomCols

  123. def getRandomFamily(): Array[String]

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    Definition Classes
    H2OGLMParams

  124. def getRandomLink(): Array[String]

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    Definition Classes
    H2OGLMParams

  125. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams

  126. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OGLMParams

  127. def getScoreIterationInterval(): Int

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    Definition Classes
    H2OGLMParams

  128. def getSeed(): Long

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    Definition Classes
    H2OGLMParams

  129. def getSolver(): String

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    Definition Classes
    H2OGLMParams

  130. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  131. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams

  132. def getStartval(): Array[Double]

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    Definition Classes
    H2OGLMParams

  133. def getStoppingMetric(): String

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    Definition Classes
    H2OGLMParams

  134. def getStoppingRounds(): Int

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    Definition Classes
    H2OGLMParams

  135. def getStoppingTolerance(): Double

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    Definition Classes
    H2OGLMParams

  136. def getTheta(): Double

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    Definition Classes
    H2OGLMParams

  137. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams

  138. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams

  139. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  140. def getWeightCol(): String

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    Definition Classes
    H2OGLMParams

  141. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  142. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  143. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  144. val gradientEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  146. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  147. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  148. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  150. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  151. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  155. val interactions: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  156. val intercept: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    Params

  158. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  159. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  161. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  162. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  163. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  164. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  165. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  166. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  167. val lambdaMinRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  168. val lambdaSearch: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  169. val lambdaValue: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  170. val link: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  171. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  178. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  184. val maxActivePredictors: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  185. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  186. val maxConfusionMatrixSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  187. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  188. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  189. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  190. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  191. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  193. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  194. val nlambdas: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  195. val nonNegative: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  196. final def notify(): Unit

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    Definition Classes
    AnyRef

  197. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  198. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  207. val objReg: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  208. val objectiveEpsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  209. val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  211. def paramTag: ClassTag[GLMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  212. var parameters: GLMParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  214. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  215. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  216. val prior: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  217. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  218. val randomFamily: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  219. val randomLink: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  220. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  221. val removeCollinearCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  222. 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

    Permalink
    Definition Classes
    RestCommunication

  223. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  224. def save(path: String): Unit

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

  225. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  226. val scoreIterationInterval: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  227. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasBetaConstraints

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInteractionPairs

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

  267. def setKeepBinaryModels(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    HasPlugValues

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    HasRandomCols

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  316. val solver: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  317. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  318. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  319. val startval: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  320. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  321. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  322. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  325. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  330. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  332. val theta: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  333. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  335. def transformSchema(schema: StructType): StructType

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  337. val tweedieLinkPower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  338. val tweedieVariancePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  339. val uid: String

    Permalink
    Definition Classes
    H2OGLM → Identifiable

  340. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  341. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  342. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  345. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OGLMParams

  346. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  347. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  348. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  349. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  350. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

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 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