Trait

ai.h2o.sparkling.ml.params

H2OGLMParams

Related Doc: package params

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trait H2OGLMParams extends H2OAlgoSupervisedParams[GLMParameters]

Linear Supertypes
H2OAlgoSupervisedParams[GLMParameters], H2OAlgoCommonParams[GLMParameters], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[GLMParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLM
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Inherited
  1. H2OGLMParams
  2. H2OAlgoSupervisedParams
  3. H2OAlgoCommonParams
  4. H2OCommonSupervisedParams
  5. H2OCommonParams
  6. H2OSupervisedMOJOParams
  7. H2OMOJOAlgoSharedParams
  8. Logging
  9. Logging
  10. H2OAlgoParamsHelper
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Type Members

  1. type H2O_SCHEMA = GLMParametersV3

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    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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 def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. final def clear(param: Param[_]): H2OGLMParams.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  11. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  15. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  18. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
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    H2OAlgoParamsHelper

  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  21. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  23. def explainParams(): String

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    Definition Classes
    Params

  24. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  26. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  27. def finalize(): Unit

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

  28. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  30. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  32. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  33. def getAlphaValue(): Array[Double]

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  34. def getBetaEpsilon(): Double

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

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    Definition Classes
    AnyRef → Any

  36. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  37. def getComputePValues(): Boolean

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  38. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  39. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  41. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  42. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  43. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  44. def getEarlyStopping(): Boolean

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  45. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  46. def getFamily(): String

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  47. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  48. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  49. def getGradientEpsilon(): Double

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  50. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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  52. def getInteractions(): Array[String]

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  53. def getIntercept(): Boolean

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  54. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  55. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  56. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  57. def getLambdaMinRatio(): Double

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  58. def getLambdaSearch(): Boolean

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  59. def getLambdaValue(): Array[Double]

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  60. def getLink(): String

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  61. def getMaxIterations(): Int

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  62. def getMissingValuesHandling(): String

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  63. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  64. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  65. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  66. def getNlambdas(): Int

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  67. def getNonNegative(): Boolean

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  68. def getObjReg(): Double

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  69. def getObjectiveEpsilon(): Double

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  70. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  72. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  74. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  75. def getPrior(): Double

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  76. def getRemoveCollinearCols(): Boolean

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  77. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  78. def getSolver(): String

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  79. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  80. def getStandardize(): Boolean

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  81. def getTweedieLinkPower(): Double

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  82. def getTweedieVariancePower(): Double

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  83. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  84. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  85. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  87. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  88. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  90. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
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    Logging

  91. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  93. def intParam(name: String, doc: Option[String] = None): IntParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  96. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  98. def isTraceEnabled(): Boolean

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    Attributes
    protected
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    Logging

  99. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  100. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  107. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

  112. def longParam(name: String, doc: Option[String] = None): LongParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  114. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  115. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  117. final val nfolds: IntParam

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    Attributes
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    H2OCommonParams

  118. final def notify(): Unit

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    Definition Classes
    AnyRef

  119. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  120. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  122. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  128. def param[T](name: String, doc: Option[String] = None): Param[T]

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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

  130. def paramTag: ClassTag[GLMParameters]

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    Attributes
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    H2OGLMParams → H2OAlgoParamsHelper

  131. var parameters: GLMParameters

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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  133. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  134. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
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    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper

  135. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Params

  137. final def set(param: String, value: Any): H2OGLMParams.this.type

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    Params

  138. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type

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    Definition Classes
    Params

  139. def setAllStringColumnsToCategorical(value: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  140. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type

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  141. def setBetaEpsilon(value: Double): H2OGLMParams.this.type

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  142. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  143. def setColumnsToCategorical(columns: Array[String]): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  144. def setColumnsToCategorical(first: String, others: String*): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  145. def setComputePValues(value: Boolean): H2OGLMParams.this.type

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  146. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  147. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  148. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type

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    Attributes
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    Params

  149. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type

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    Attributes
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    Params

  150. def setDetailedPredictionCol(columnName: String): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  151. def setDistribution(value: String): H2OGLMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  152. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type

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  153. def setFamily(value: String): H2OGLMParams.this.type

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  154. def setFeaturesCol(first: String): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  155. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  156. def setFeaturesCols(columnNames: Array[String]): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  157. def setFeaturesCols(first: String, others: String*): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  158. def setFoldCol(columnName: String): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  159. def setGradientEpsilon(value: Double): H2OGLMParams.this.type

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  160. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type

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  161. def setInteractions(value: Array[String]): H2OGLMParams.this.type

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  162. def setIntercept(value: Boolean): H2OGLMParams.this.type

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  163. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  164. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  165. def setLabelCol(columnName: String): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  166. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type

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  167. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type

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  168. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type

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  169. def setLink(value: String): H2OGLMParams.this.type

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  170. def setMaxIterations(value: Int): H2OGLMParams.this.type

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  171. def setMissingValuesHandling(value: String): H2OGLMParams.this.type

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  172. def setModelId(id: String): H2OGLMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  173. def setNamedMojoOutputColumns(value: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  174. def setNfolds(value: Int): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  175. def setNlambdas(value: Int): H2OGLMParams.this.type

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  176. def setNonNegative(value: Boolean): H2OGLMParams.this.type

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  177. def setObjReg(value: Double): H2OGLMParams.this.type

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  178. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type

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  179. def setOffsetCol(columnName: String): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  180. def setParallelizeCrossValidation(value: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  181. def setPredictionCol(columnName: String): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  182. def setPrior(value: Double): H2OGLMParams.this.type

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  183. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type

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  184. def setSeed(value: Long): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  185. def setSolver(value: String): H2OGLMParams.this.type

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  186. def setSplitRatio(ratio: Double): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  187. def setStandardize(value: Boolean): H2OGLMParams.this.type

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  188. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type

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  189. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type

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  190. def setWeightCol(columnName: String): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  191. def setWithContributions(enabled: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  192. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )

  193. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMParams.this.type

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    Definition Classes
    H2OCommonParams

  194. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
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    Definition Classes
    H2OCommonParams

  195. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  197. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    AnyRef

  200. def toString(): String

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    Identifiable → AnyRef → Any

  201. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

  204. final val weightCol: NullableStringParam

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    Definition Classes
    H2OCommonParams

  205. final val withContributions: BooleanParam

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    Definition Classes
    H2OMOJOAlgoSharedParams

  206. final val withDetailedPredictionCol: BooleanParam

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    H2OMOJOAlgoSharedParams

  207. final val withLeafNodeAssignments: BooleanParam

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    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OAlgoSupervisedParams[GLMParameters]

Inherited from H2OAlgoCommonParams[GLMParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[GLMParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped