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
Known Subclasses
Ordering
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  2. By Inheritance
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 getAlpha(): Array[Double]

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( "getAlphaValue" )
  40. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams
  41. def getBetaEpsilon(): Double

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

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

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    Definition Classes
    H2OCommonParams
  44. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams
  45. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  46. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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

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    Definition Classes
    Params
  48. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  49. def getDistribution(): String

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

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

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    Definition Classes
    H2OGLMParams
  52. def getExactLambdas(): Boolean

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    Definition Classes
    H2OGLMParams
  53. def getExcludedCols(): Seq[String]

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

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

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

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    Definition Classes
    H2OCommonParams
  57. def getGradientEpsilon(): Double

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

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

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

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    Definition Classes
    H2OGLMParams
  61. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams
  62. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  63. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  64. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams
  65. def getLambda(): Array[Double]

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( "getLambdaValue" )
  66. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams
  67. def getLambdaSearch(): Boolean

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

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    Definition Classes
    H2OGLMParams
  69. def getLink(): String

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    Definition Classes
    H2OGLMParams
  70. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams
  71. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams
  72. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams
  73. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  74. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams
  75. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams
  76. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams
  77. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams
  78. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams
  79. def getOffsetCol(): String

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

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    Definition Classes
    Params
  81. def getParallelizeCrossValidation(): Boolean

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

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

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    Definition Classes
    H2OMOJOAlgoSharedParams
  84. def getPrior(): Double

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    Definition Classes
    H2OGLMParams
  85. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams
  86. def getSeed(): Long

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    Definition Classes
    H2OCommonParams
  87. def getSolver(): String

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    Definition Classes
    H2OGLMParams
  88. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  89. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams
  90. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams
  91. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams
  92. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  93. def getWithDetailedPredictionCol(): Boolean

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

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

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

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    Definition Classes
    AnyRef → Any
  97. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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

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

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

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

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

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

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

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    Definition Classes
    Params
  105. def isTraceEnabled(): Boolean

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

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  107. def log: Logger

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  113. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  114. def logName: String

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  118. def logWarning(msg: ⇒ String): Unit

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

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

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

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

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

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    Definition Classes
    AnyRef
  124. final val nfolds: IntParam

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

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

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

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

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  130. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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

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

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  134. def nullableStringParam(name: String, doc: String): NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  135. final val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OSupervisedMOJOParams
  136. def param[T](name: String, doc: Option[String] = None): Param[T]

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

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

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    Attributes
    protected
    Definition Classes
    H2OGLMParamsH2OAlgoParamsHelper
  139. var parameters: GLMParameters

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

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    Definition Classes
    Params
  141. def preProcessBeforeFit(trainFrame: Frame): Unit

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  144. 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
  145. def save(path: String): Unit

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

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

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

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

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

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

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

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( "setAlphaValue" )
  153. def setAlphaValue(value: Array[Double]): H2OGLM.this.type

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    H2OAlgoCommonParams
  164. def setDistribution(value: DistributionFamily): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams
    Annotations
    @DeprecatedMethod( "setDistribution(value: String)" )
  165. def setEarlyStopping(value: Boolean): H2OGLM.this.type

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

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    Definition Classes
    H2OGLMParams
  167. def setFamily(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
  168. def setFamily(value: Family): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( "setFamily(value: String)" )
  169. def setFeaturesCol(first: String): H2OGLM.this.type

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    H2OCommonSupervisedParams
  180. def setLambda(value: Array[Double]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( "setLambdaValue" )
  181. def setLambdaMinRatio(value: Double): H2OGLM.this.type

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

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

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

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    Definition Classes
    H2OGLMParams
  185. def setLink(value: Link): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( "setLink(value: String)" )
  186. def setMaxIterations(value: Int): H2OGLM.this.type

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

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    Definition Classes
    H2OGLMParams
  188. def setMissingValuesHandling(value: MissingValuesHandling): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( ... )
  189. def setModelId(id: String): H2OGLM.this.type

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

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

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

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

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

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

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

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

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

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

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

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

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

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    Definition Classes
    H2OGLMParams
  203. def setSolver(value: Solver): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams
    Annotations
    @DeprecatedMethod( "setSolver(value: String)" )
  204. def setSplitRatio(ratio: Double): H2OGLM.this.type

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

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

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

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

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

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    Definition Classes
    H2OCommonParams
  210. final val splitRatio: DoubleParam

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

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

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

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

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

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    Definition Classes
    AnyRef
  216. def toString(): String

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

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

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

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    Definition Classes
    H2OGLM → Identifiable
  220. 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
  221. final def wait(): Unit

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

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

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

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

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  226. 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