Class/Object

ai.h2o.sparkling.ml.algos

H2OGLM

Related Docs: object H2OGLM | package algos

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class H2OGLM extends H2OSupervisedAlgorithm[GLM, GLMModel, GLMParameters] with H2OGLMParams

H2O GLM algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OGLMParams, DeprecatableParams, H2OSupervisedAlgorithm[GLM, GLMModel, GLMParameters], H2OAlgoSupervisedParams[GLMParameters], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[GLM, GLMModel, GLMParameters], H2OAlgoCommonParams[GLMParameters], H2OAlgoParamsHelper[GLMParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGLM
  2. H2OGLMParams
  3. DeprecatableParams
  4. H2OSupervisedAlgorithm
  5. H2OAlgoSupervisedParams
  6. H2OCommonSupervisedParams
  7. H2OSupervisedMOJOParams
  8. H2OAlgorithm
  9. H2OAlgoCommonParams
  10. H2OAlgoParamsHelper
  11. DefaultParamsWritable
  12. MLWritable
  13. H2OAlgoCommonUtils
  14. H2OCommonParams
  15. H2OMOJOAlgoSharedParams
  16. Logging
  17. Estimator
  18. PipelineStage
  19. Logging
  20. Params
  21. Serializable
  22. Serializable
  23. Identifiable
  24. AnyRef
  25. 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. type H2O_SCHEMA = GLMParametersV3

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    Definition Classes
    H2OGLMParamsH2OAlgoParamsHelper

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. final val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  9. final def clear(param: Param[_]): H2OGLM.this.type

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    Definition Classes
    Params
  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  14. def copy(extra: ParamMap): H2OGLM.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  16. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  17. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  18. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  21. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  22. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  23. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  24. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  25. def explainParams(): String

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    Definition Classes
    Params
  26. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  27. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  28. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  29. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  30. def fit(dataset: Dataset[_]): H2OSupervisedMOJOModel

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    Definition Classes
    H2OSupervisedAlgorithmH2OAlgorithm → Estimator
  31. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  32. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  33. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  34. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  35. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  36. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  37. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  38. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
  39. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams
  40. def getBetaEpsilon(): Double

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

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    Definition Classes
    AnyRef → Any
  42. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  43. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams
  44. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  45. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  46. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  47. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  48. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams
  49. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  50. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams
  51. def getExactLambdas(): Boolean

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( ... , ... )
  52. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParamsH2OCommonParams
  53. def getFamily(): String

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

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  55. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams
  56. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams
  57. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  58. def getInteractionPairs(): Array[(String, String)]

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    Definition Classes
    H2OGLMParams
  59. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams
  60. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams
  61. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  62. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  63. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams
  64. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams
  65. def getLambdaSearch(): Boolean

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

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    Definition Classes
    H2OGLMParams
  67. def getLink(): String

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    Definition Classes
    H2OGLMParams
  68. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams
  69. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams
  70. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams
  71. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  72. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams
  73. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams
  74. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams
  75. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams
  76. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams
  77. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams
  78. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  79. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  80. def getParam(paramName: String): Param[Any]

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    Definition Classes
    DeprecatableParams → Params
  81. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  82. def getPrior(): Double

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    Definition Classes
    H2OGLMParams
  83. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams
  84. def getSeed(): Long

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    Definition Classes
    H2OCommonParams
  85. def getSolver(): String

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    Definition Classes
    H2OGLMParams
  86. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  87. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams
  88. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams
  89. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams
  90. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  91. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  92. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    DeprecatableParams → Params
  94. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  95. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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

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    Attributes
    protected
    Definition Classes
    Logging
  97. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  98. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  99. def intParam(name: String, doc: Option[String] = None): IntParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  100. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  101. final def isDefined(param: Param[_]): Boolean

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

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    Definition Classes
    Any
  103. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  104. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  105. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  106. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  107. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  108. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  109. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  110. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  111. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
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    Logging
  112. def logInfo(msg: ⇒ String): Unit

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    Attributes
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    Definition Classes
    Logging
  113. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  114. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  115. def logTrace(msg: ⇒ String): Unit

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    Definition Classes
    Logging
  116. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
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    Logging
  117. def logWarning(msg: ⇒ String): Unit

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    protected
    Definition Classes
    Logging
  118. def longParam(name: String, doc: Option[String] = None): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  119. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  120. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  121. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  122. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  123. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  124. final def notify(): Unit

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    Definition Classes
    AnyRef
  125. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  126. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  127. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  128. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  129. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  130. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  131. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  132. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    H2OAlgoParamsHelper
  133. def nullableStringParam(name: String, doc: String): NullableStringParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  134. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  135. def param[T](name: String, doc: String): Param[T]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  136. def paramTag: ClassTag[GLMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLMParamsH2OAlgoParamsHelper
  137. var parameters: GLMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  138. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  139. def preProcessBeforeFit(trainFrameKey: String): Unit

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    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithmH2OAlgorithm
  140. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  141. def prepareDatasetForFitting(dataset: Dataset[_]): (String, Option[String], Array[String])

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  142. def renamingMap: Map[String, String]

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    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    Attributes
    protected
    Definition Classes
    H2OGLMParamsDeprecatableParams
  143. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  144. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OGLMParamsH2OAlgoParamsHelper
  145. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  146. final def set(paramPair: ParamPair[_]): H2OGLM.this.type

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    Attributes
    protected
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    Params
  147. final def set(param: String, value: Any): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params
  148. final def set[T](param: Param[T], value: T): H2OGLM.this.type

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    Definition Classes
    Params
  149. def setAllStringColumnsToCategorical(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  150. def setAlphaValue(value: Array[Double]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  151. def setBetaEpsilon(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  152. def setColumnsToCategorical(columns: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  153. def setColumnsToCategorical(first: String, others: String*): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  154. def setComputePValues(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  155. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  156. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  157. final def setDefault(paramPairs: ParamPair[_]*): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params
  158. final def setDefault[T](param: Param[T], value: T): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params
  159. def setDetailedPredictionCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  160. def setDistribution(value: String): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  161. def setEarlyStopping(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  162. def setExactLambdas(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( ... , ... )
  163. def setFamily(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  164. def setFeaturesCol(first: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  165. def setFeaturesCols(columnNames: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  166. def setFeaturesCols(first: String, others: String*): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  167. def setFoldCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  168. def setGradientEpsilon(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  169. def setInteractionPairs(value: Array[(String, String)]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  170. def setInteractions(value: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  171. def setIntercept(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  172. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  173. def setKeepCrossValidationPredictions(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  174. def setLabelCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  175. def setLambdaMinRatio(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  176. def setLambdaSearch(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  177. def setLambdaValue(value: Array[Double]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  178. def setLink(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  179. def setMaxIterations(value: Int): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  180. def setMissingValuesHandling(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  181. def setModelId(id: String): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  182. def setNamedMojoOutputColumns(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  183. def setNfolds(value: Int): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  184. def setNlambdas(value: Int): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  185. def setNonNegative(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  186. def setObjReg(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  187. def setObjectiveEpsilon(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  188. def setOffsetCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonSupervisedParams
  189. def setParallelizeCrossValidation(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams
  190. def setPredictionCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  191. def setPrior(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  192. def setRemoveCollinearCols(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  193. def setSeed(value: Long): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  194. def setSolver(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  195. def setSplitRatio(ratio: Double): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  196. def setStandardize(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  197. def setTweedieLinkPower(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  198. def setTweedieVariancePower(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  199. def setWeightCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  200. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
  201. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  202. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  203. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  204. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  205. def stringParam(name: String, doc: String): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  206. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  207. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  208. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmH2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  209. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  210. val uid: String

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    Definition Classes
    H2OGLM → Identifiable
  211. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Definition Classes
    H2OGLMParamsH2OAlgoSupervisedParamsH2OAlgoCommonParams
  212. final def wait(): Unit

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  216. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  217. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OGLMParams

Inherited from DeprecatableParams

Inherited from H2OSupervisedAlgorithm[GLM, GLMModel, GLMParameters]

Inherited from H2OAlgoSupervisedParams[GLMParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[GLM, GLMModel, GLMParameters]

Inherited from H2OAlgoCommonParams[GLMParameters]

Inherited from H2OAlgoParamsHelper[GLMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped