Trait

ai.h2o.sparkling.ml.params

H2OGAMParams

Related Doc: package params

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trait H2OGAMParams extends H2OAlgoParamsBase with HasIgnoredCols with HasBetaConstraints with HasGamCols

Linear Supertypes
HasGamCols, HasBetaConstraints, HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, H2OAlgoParamsBase, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OGAMParams
  2. HasGamCols
  3. HasBetaConstraints
  4. HasIgnoredCols
  5. H2OAlgoCommonUtils
  6. EstimatorCommonUtils
  7. RestCommunication
  8. RestEncodingUtils
  9. Logging
  10. Logging
  11. H2OAlgoParamsBase
  12. ParameterConstructorMethods
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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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. val alphaValue: NullableDoubleArrayParam

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    Attributes
    protected
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. val aucType: Param[String]

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    Attributes
    protected
  8. val balanceClasses: BooleanParam

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    Attributes
    protected
  9. val betaEpsilon: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
  10. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  11. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  12. val bs: NullableIntArrayParam

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    Attributes
    protected
  13. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication
  14. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
  15. final def clear(param: Param[_]): H2OGAMParams.this.type

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    Definition Classes
    Params
  16. def clone(): AnyRef

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    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  17. val coldStart: BooleanParam

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  18. val computePValues: BooleanParam

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    Attributes
    protected
  19. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsBase
  20. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Definition Classes
    H2OAlgoParamsBase
  21. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    protected
    Definition Classes
    H2OAlgoParamsBase
  22. def convertModelIdToKey(key: String): String

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    protected
    Definition Classes
    EstimatorCommonUtils
  23. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
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    Definition Classes
    H2OAlgoParamsBase
  24. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Params
  25. val customMetricFunc: NullableStringParam

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

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

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    Definition Classes
    RestCommunication
  28. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication
  29. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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

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    Definition Classes
    ParameterConstructorMethods
  31. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Definition Classes
    RestCommunication
  32. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
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    Definition Classes
    RestCommunication
  33. val earlyStopping: BooleanParam

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

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    AnyRef
  35. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params
  37. def explainParams(): String

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    Definition Classes
    Params
  38. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
  39. final def extractParamMap(): ParamMap

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

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    Definition Classes
    Params
  41. val family: Param[String]

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    protected
  42. def finalize(): Unit

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    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  43. def floatParam(name: String, doc: String): FloatParam

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    Attributes
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    ParameterConstructorMethods
  44. val foldAssignment: Param[String]

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  45. val foldCol: NullableStringParam

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    Attributes
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  46. val gamCols: NullableStringArrayParam

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    Attributes
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    Definition Classes
    HasGamCols
  47. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  48. def getAlphaValue(): Array[Double]

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  49. def getAucType(): String

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  50. def getBalanceClasses(): Boolean

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  51. def getBetaConstraints(): DataFrame

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    Definition Classes
    HasBetaConstraints
  52. def getBetaEpsilon(): Double

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  53. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils
  54. def getBs(): Array[Int]

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

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    Definition Classes
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  56. def getClassSamplingFactors(): Array[Float]

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  57. def getColdStart(): Boolean

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  58. def getComputePValues(): Boolean

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  59. def getCustomMetricFunc(): String

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

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    Definition Classes
    Params
  61. def getEarlyStopping(): Boolean

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  62. def getExportCheckpointsDir(): String

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  63. def getFamily(): String

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  64. def getFoldAssignment(): String

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  65. def getFoldCol(): String

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  66. def getGamCols(): Array[String]

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    Definition Classes
    HasGamCols
  67. def getGradientEpsilon(): Double

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  68. def getIgnoreConstCols(): Boolean

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  69. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols
  70. def getInteractions(): Array[String]

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  71. def getIntercept(): Boolean

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  72. def getKeepCrossValidationFoldAssignment(): Boolean

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  73. def getKeepCrossValidationModels(): Boolean

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  74. def getKeepCrossValidationPredictions(): Boolean

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  75. def getKeepGamCols(): Boolean

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  76. def getKnotIds(): Array[String]

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  77. def getLabelCol(): String

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  78. def getLambdaSearch(): Boolean

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  79. def getLambdaValue(): Array[Double]

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  80. def getLink(): String

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  81. def getMaxActivePredictors(): Int

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  82. def getMaxAfterBalanceSize(): Float

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  83. def getMaxConfusionMatrixSize(): Int

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  84. def getMaxIterations(): Int

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  85. def getMaxRuntimeSecs(): Double

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  86. def getMissingValuesHandling(): String

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  87. def getModelId(): String

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  88. def getNfolds(): Int

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  89. def getNlambdas(): Int

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  90. def getNonNegative(): Boolean

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  91. def getNumKnots(): Array[Int]

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  92. def getObjReg(): Double

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  93. def getObjectiveEpsilon(): Double

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  94. def getOffsetCol(): String

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

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

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  97. def getPrior(): Double

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  98. def getRemoveCollinearCols(): Boolean

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  99. def getScale(): Array[Double]

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  100. def getScoreEachIteration(): Boolean

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  101. def getSeed(): Long

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  102. def getSolver(): String

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  103. def getStandardize(): Boolean

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  104. def getStartval(): Array[Double]

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  105. def getStoppingMetric(): String

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  106. def getStoppingRounds(): Int

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  107. def getStoppingTolerance(): Double

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  108. def getTheta(): Double

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  109. def getTweedieLinkPower(): Double

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  110. def getTweedieVariancePower(): Double

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  111. def getWeightCol(): String

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  112. val gradientEpsilon: org.apache.spark.ml.param.DoubleParam

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

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  114. def hasParam(paramName: String): Boolean

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    Params
  115. def hashCode(): Int

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    AnyRef → Any
  116. val ignoreConstCols: BooleanParam

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    Attributes
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  117. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
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    Logging
  118. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
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    Definition Classes
    RestCommunication
  119. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication
  120. def intArrayParam(name: String, doc: String): IntArrayParam

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    ParameterConstructorMethods
  121. def intParam(name: String, doc: String): IntParam

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  122. val interactions: NullableStringArrayParam

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  123. val intercept: BooleanParam

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

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  125. final def isInstanceOf[T0]: Boolean

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    Any
  126. def isPrimitiveType(value: Any): Boolean

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

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  128. def isTraceEnabled(): Boolean

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    Logging
  129. val keepCrossValidationFoldAssignment: BooleanParam

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  130. val keepCrossValidationModels: BooleanParam

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  131. val keepCrossValidationPredictions: BooleanParam

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  132. val keepGamCols: BooleanParam

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  133. val knotIds: NullableStringArrayParam

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  134. val labelCol: Param[String]

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  135. val lambdaSearch: BooleanParam

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  136. val lambdaValue: NullableDoubleArrayParam

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  137. val link: Param[String]

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  138. def log: Logger

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

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    Logging
  140. def logDebug(msg: ⇒ String): Unit

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

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    Logging
  142. def logError(msg: ⇒ String): Unit

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

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    Logging
  144. def logInfo(msg: ⇒ String): Unit

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    Logging
  145. def logName: String

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

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    Logging
  147. def logTrace(msg: ⇒ String): Unit

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

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    Logging
  149. def logWarning(msg: ⇒ String): Unit

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    Logging
  150. def longParam(name: String, doc: String): LongParam

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  151. val maxActivePredictors: IntParam

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  152. val maxAfterBalanceSize: FloatParam

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  153. val maxConfusionMatrixSize: IntParam

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  154. val maxIterations: IntParam

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  155. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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  156. val missingValuesHandling: Param[String]

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  157. val modelId: NullableStringParam

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

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  159. val nfolds: IntParam

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  160. val nlambdas: IntParam

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  161. val nonNegative: BooleanParam

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  162. final def notify(): Unit

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  163. final def notifyAll(): Unit

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

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

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

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

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

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

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

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

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  172. val numKnots: NullableIntArrayParam

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  173. val objReg: org.apache.spark.ml.param.DoubleParam

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  174. val objectiveEpsilon: org.apache.spark.ml.param.DoubleParam

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  175. val offsetCol: NullableStringParam

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

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    ParameterConstructorMethods
  177. def paramTag: ClassTag[GAMParameters]

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

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    Params
  179. val prior: org.apache.spark.ml.param.DoubleParam

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

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

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    RestCommunication
  182. val removeCollinearCols: BooleanParam

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  183. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication
  184. def sanitize(colName: String): String

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    H2OAlgoCommonUtils
  185. val scale: NullableDoubleArrayParam

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  186. val scoreEachIteration: BooleanParam

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  187. val seed: LongParam

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  188. final def set(paramPair: ParamPair[_]): H2OGAMParams.this.type

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    Params
  189. final def set(param: String, value: Any): H2OGAMParams.this.type

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    Params
  190. final def set[T](param: Param[T], value: T): H2OGAMParams.this.type

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    Definition Classes
    Params
  191. def setAlphaValue(value: Array[Double]): H2OGAMParams.this.type

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  192. def setAucType(value: String): H2OGAMParams.this.type

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  193. def setBalanceClasses(value: Boolean): H2OGAMParams.this.type

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  194. def setBetaConstraints(value: DataFrame): H2OGAMParams.this.type

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    Definition Classes
    HasBetaConstraints
  195. def setBetaEpsilon(value: Double): H2OGAMParams.this.type

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  196. def setBs(value: Array[Int]): H2OGAMParams.this.type

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  197. def setClassSamplingFactors(value: Array[Float]): H2OGAMParams.this.type

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  198. def setColdStart(value: Boolean): H2OGAMParams.this.type

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  199. def setComputePValues(value: Boolean): H2OGAMParams.this.type

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  200. def setCustomMetricFunc(value: String): H2OGAMParams.this.type

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  201. final def setDefault(paramPairs: ParamPair[_]*): H2OGAMParams.this.type

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    Attributes
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    Params
  202. final def setDefault[T](param: Param[T], value: T): H2OGAMParams.this.type

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    Params
  203. def setEarlyStopping(value: Boolean): H2OGAMParams.this.type

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  204. def setExportCheckpointsDir(value: String): H2OGAMParams.this.type

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  205. def setFamily(value: String): H2OGAMParams.this.type

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  206. def setFoldAssignment(value: String): H2OGAMParams.this.type

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  207. def setFoldCol(value: String): H2OGAMParams.this.type

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  208. def setGamCols(value: Array[String]): H2OGAMParams.this.type

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    Definition Classes
    HasGamCols
  209. def setGradientEpsilon(value: Double): H2OGAMParams.this.type

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  210. def setIgnoreConstCols(value: Boolean): H2OGAMParams.this.type

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  211. def setIgnoredCols(value: Array[String]): H2OGAMParams.this.type

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    Definition Classes
    HasIgnoredCols
  212. def setInteractions(value: Array[String]): H2OGAMParams.this.type

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  213. def setIntercept(value: Boolean): H2OGAMParams.this.type

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  214. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGAMParams.this.type

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  215. def setKeepCrossValidationModels(value: Boolean): H2OGAMParams.this.type

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  216. def setKeepCrossValidationPredictions(value: Boolean): H2OGAMParams.this.type

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  217. def setKeepGamCols(value: Boolean): H2OGAMParams.this.type

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  218. def setKnotIds(value: Array[String]): H2OGAMParams.this.type

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  219. def setLabelCol(value: String): H2OGAMParams.this.type

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  220. def setLambdaSearch(value: Boolean): H2OGAMParams.this.type

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  221. def setLambdaValue(value: Array[Double]): H2OGAMParams.this.type

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  222. def setLink(value: String): H2OGAMParams.this.type

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  223. def setMaxActivePredictors(value: Int): H2OGAMParams.this.type

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  224. def setMaxAfterBalanceSize(value: Float): H2OGAMParams.this.type

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  225. def setMaxConfusionMatrixSize(value: Int): H2OGAMParams.this.type

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  226. def setMaxIterations(value: Int): H2OGAMParams.this.type

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  227. def setMaxRuntimeSecs(value: Double): H2OGAMParams.this.type

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  228. def setMissingValuesHandling(value: String): H2OGAMParams.this.type

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  229. def setModelId(value: String): H2OGAMParams.this.type

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  230. def setNfolds(value: Int): H2OGAMParams.this.type

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  231. def setNlambdas(value: Int): H2OGAMParams.this.type

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  232. def setNonNegative(value: Boolean): H2OGAMParams.this.type

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  233. def setNumKnots(value: Array[Int]): H2OGAMParams.this.type

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  234. def setObjReg(value: Double): H2OGAMParams.this.type

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  235. def setObjectiveEpsilon(value: Double): H2OGAMParams.this.type

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  236. def setOffsetCol(value: String): H2OGAMParams.this.type

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  237. def setPrior(value: Double): H2OGAMParams.this.type

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  238. def setRemoveCollinearCols(value: Boolean): H2OGAMParams.this.type

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  239. def setScale(value: Array[Double]): H2OGAMParams.this.type

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  240. def setScoreEachIteration(value: Boolean): H2OGAMParams.this.type

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  241. def setSeed(value: Long): H2OGAMParams.this.type

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  242. def setSolver(value: String): H2OGAMParams.this.type

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  243. def setStandardize(value: Boolean): H2OGAMParams.this.type

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  244. def setStartval(value: Array[Double]): H2OGAMParams.this.type

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  245. def setStoppingMetric(value: String): H2OGAMParams.this.type

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  246. def setStoppingRounds(value: Int): H2OGAMParams.this.type

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  247. def setStoppingTolerance(value: Double): H2OGAMParams.this.type

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  248. def setTheta(value: Double): H2OGAMParams.this.type

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  249. def setTweedieLinkPower(value: Double): H2OGAMParams.this.type

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  250. def setTweedieVariancePower(value: Double): H2OGAMParams.this.type

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  251. def setWeightCol(value: String): H2OGAMParams.this.type

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  252. val solver: Param[String]

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    Attributes
    protected
  253. val standardize: BooleanParam

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    protected
  254. val startval: NullableDoubleArrayParam

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  255. val stoppingMetric: Param[String]

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  256. val stoppingRounds: IntParam

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  257. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

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

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    Definition Classes
    ParameterConstructorMethods
  259. def stringParam(name: String, doc: String): Param[String]

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  260. def stringify(value: Any): String

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

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

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

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

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    RestEncodingUtils
  265. def stringifyPrimitiveParam(value: Any): String

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

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    Definition Classes
    AnyRef
  267. val theta: org.apache.spark.ml.param.DoubleParam

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  268. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  269. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Definition Classes
    EstimatorCommonUtils
  270. val tweedieLinkPower: org.apache.spark.ml.param.DoubleParam

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    protected
  271. val tweedieVariancePower: org.apache.spark.ml.param.DoubleParam

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

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    Definition Classes
    RestCommunication
  273. final def wait(): Unit

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    @throws( ... )
  274. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  275. final def wait(arg0: Long): Unit

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    @throws( ... )
  276. val weightCol: NullableStringParam

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    protected

Inherited from HasGamCols

Inherited from HasBetaConstraints

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped