Trait

ai.h2o.sparkling.ml.params

H2OKMeansParams

Related Doc: package params

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trait H2OKMeansParams extends H2OAlgoParamsBase with HasUserPoints with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, HasUserPoints, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OKMeans
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Inherited
  1. H2OKMeansParams
  2. HasIgnoredCols
  3. HasUserPoints
  4. H2OAlgoParamsBase
  5. H2OFrameLifecycle
  6. ParameterConstructorMethods
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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Visibility
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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  7. val categoricalEncoding: Param[String]

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    Attributes
    protected

  8. final def clear(param: Param[_]): H2OKMeansParams.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. val clusterSizeConstraints: NullableIntArrayParam

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    Attributes
    protected

  11. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  12. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  13. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  20. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  21. val estimateK: BooleanParam

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    Attributes
    protected

  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. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected

  25. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  27. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  29. val foldAssignment: Param[String]

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    Attributes
    protected

  30. val foldCol: NullableStringParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  32. def getCategoricalEncoding(): String

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

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    Definition Classes
    AnyRef → Any

  34. def getClusterSizeConstraints(): Array[Int]

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

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    Definition Classes
    Params

  36. def getEstimateK(): Boolean

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  37. def getExportCheckpointsDir(): String

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  38. def getFoldAssignment(): String

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  39. def getFoldCol(): String

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  40. def getIgnoreConstCols(): Boolean

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  41. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  42. def getInit(): String

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  43. def getK(): Int

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  44. def getKeepCrossValidationFoldAssignment(): Boolean

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  45. def getKeepCrossValidationModels(): Boolean

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  46. def getKeepCrossValidationPredictions(): Boolean

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  47. def getMaxIterations(): Int

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  48. def getMaxRuntimeSecs(): Double

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  49. def getModelId(): String

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  50. def getNfolds(): Int

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  53. def getScoreEachIteration(): Boolean

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  54. def getSeed(): Long

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  55. def getStandardize(): Boolean

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  56. def getUserPoints(): Array[Array[Double]]

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    Definition Classes
    HasUserPoints

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

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    Definition Classes
    Params

  58. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  59. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  60. val ignoreConstCols: BooleanParam

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    Attributes
    protected

  61. val init: Param[String]

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  65. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  67. val k: IntParam

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    Attributes
    protected

  68. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected

  69. val keepCrossValidationModels: BooleanParam

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    Attributes
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  70. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  72. val maxIterations: IntParam

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    Attributes
    protected

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

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    Attributes
    protected

  74. val modelId: NullableStringParam

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    Attributes
    protected

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

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    Definition Classes
    AnyRef

  76. val nfolds: IntParam

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    Attributes
    protected

  77. final def notify(): Unit

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    Definition Classes
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  78. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

  88. def paramTag: ClassTag[KMeansParameters]

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    Attributes
    protected

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

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    Definition Classes
    Params

  90. val scoreEachIteration: BooleanParam

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    Attributes
    protected

  91. val seed: LongParam

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    Attributes
    protected

  92. final def set(paramPair: ParamPair[_]): H2OKMeansParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  93. final def set(param: String, value: Any): H2OKMeansParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  94. final def set[T](param: Param[T], value: T): H2OKMeansParams.this.type

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    Definition Classes
    Params

  95. def setCategoricalEncoding(value: String): H2OKMeansParams.this.type

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  96. def setClusterSizeConstraints(value: Array[Int]): H2OKMeansParams.this.type

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  97. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  98. final def setDefault[T](param: Param[T], value: T): H2OKMeansParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  99. def setEstimateK(value: Boolean): H2OKMeansParams.this.type

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  100. def setExportCheckpointsDir(value: String): H2OKMeansParams.this.type

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  101. def setFoldAssignment(value: String): H2OKMeansParams.this.type

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  102. def setFoldCol(value: String): H2OKMeansParams.this.type

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  103. def setIgnoreConstCols(value: Boolean): H2OKMeansParams.this.type

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  104. def setIgnoredCols(value: Array[String]): H2OKMeansParams.this.type

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    Definition Classes
    HasIgnoredCols

  105. def setInit(value: String): H2OKMeansParams.this.type

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  106. def setK(value: Int): H2OKMeansParams.this.type

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  107. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeansParams.this.type

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  108. def setKeepCrossValidationModels(value: Boolean): H2OKMeansParams.this.type

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  109. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeansParams.this.type

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  110. def setMaxIterations(value: Int): H2OKMeansParams.this.type

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  111. def setMaxRuntimeSecs(value: Double): H2OKMeansParams.this.type

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  112. def setModelId(value: String): H2OKMeansParams.this.type

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  113. def setNfolds(value: Int): H2OKMeansParams.this.type

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  114. def setScoreEachIteration(value: Boolean): H2OKMeansParams.this.type

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  115. def setSeed(value: Long): H2OKMeansParams.this.type

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  116. def setStandardize(value: Boolean): H2OKMeansParams.this.type

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  117. def setUserPoints(value: Array[Array[Double]]): H2OKMeansParams.this.type

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    Definition Classes
    HasUserPoints

  118. val standardize: BooleanParam

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  122. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  123. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

Inherited from HasIgnoredCols

Inherited from HasUserPoints

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped