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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  2. By Inheritance
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
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  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
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    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 getWithDetailedPredictionCol(): 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): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  95. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  97. def isTraceEnabled(): Boolean

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    Attributes
    protected
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    Logging

  98. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  99. def log: Logger

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  106. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  113. final val modelId: NullableStringParam

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    Attributes
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    Definition Classes
    H2OAlgoCommonParams

  114. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  116. final val nfolds: IntParam

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    Attributes
    protected
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    H2OCommonParams

  117. final def notify(): Unit

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    Definition Classes
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  118. final def notifyAll(): Unit

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  129. def paramTag: ClassTag[GLMParameters]

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    Attributes
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    H2OGLMParams → H2OAlgoParamsHelper

  130. var parameters: GLMParameters

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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  132. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  133. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
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    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper

  134. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Params

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

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    Params

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

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    Definition Classes
    Params

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

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

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Params

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

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    Attributes
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    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAlgoCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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

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

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

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

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

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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

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

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    Definition Classes
    H2OCommonSupervisedParams

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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

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    Definition Classes
    H2OCommonParams

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

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  198. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  199. final def wait(): Unit

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    Annotations
    @throws( ... )

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

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    @throws( ... )

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

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    @throws( ... )

  202. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  203. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  204. final val withDetailedPredictionCol: BooleanParam

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    Attributes
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    Definition Classes
    H2OMOJOAlgoSharedParams

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