Trait

ai.h2o.sparkling.ml.params

H2OKMeansParams

Related Doc: package params

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trait H2OKMeansParams extends H2OAlgoUnsupervisedParams[KMeansParameters]

Linear Supertypes
H2OAlgoUnsupervisedParams[KMeansParameters], H2OAlgoCommonParams[KMeansParameters], H2OCommonUnsupervisedParams, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[KMeansParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OKMeans
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Inherited
  1. H2OKMeansParams
  2. H2OAlgoUnsupervisedParams
  3. H2OAlgoCommonParams
  4. H2OCommonUnsupervisedParams
  5. H2OCommonParams
  6. H2OMOJOAlgoSharedParams
  7. Logging
  8. Logging
  9. H2OAlgoParamsHelper
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
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Type Members

  1. type H2O_SCHEMA = GLMParametersV3

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    Definition Classes
    H2OKMeansParams → 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[_]): 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. 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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    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
    Definition Classes
    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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    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. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  34. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  35. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  36. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  38. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  39. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  41. def getEstimateK(): Boolean

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  42. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonUnsupervisedParams → H2OCommonParams

  43. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  44. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  45. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  46. def getInit(): String

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  47. def getK(): Int

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  48. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  49. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  50. def getMaxIterations(): Int

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  51. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  52. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  53. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  55. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  57. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  58. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  59. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  60. def getStandardize(): Boolean

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

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  62. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  63. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  64. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  66. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  67. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
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    Logging

  69. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  75. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Params

  77. def isTraceEnabled(): Boolean

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    Attributes
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    Logging

  78. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  85. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

  92. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  93. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  95. final val nfolds: IntParam

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    Attributes
    protected
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    H2OCommonParams

  96. final def notify(): Unit

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    Definition Classes
    AnyRef

  97. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  108. def paramTag: ClassTag[KMeansParameters]

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    Attributes
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    H2OKMeansParams → H2OAlgoParamsHelper

  109. var parameters: KMeansParameters

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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  111. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  112. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
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    H2OKMeansParams → H2OAlgoParamsHelper

  113. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Params

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

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    Params

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

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    Definition Classes
    Params

  117. def setAllStringColumnsToCategorical(value: Boolean): H2OKMeansParams.this.type

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

  118. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  119. def setColumnsToCategorical(columns: Array[String]): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  120. def setColumnsToCategorical(first: String, others: String*): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  121. def setConvertInvalidNumbersToNa(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  122. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Params

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

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    Attributes
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    Params

  125. def setDetailedPredictionCol(columnName: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  126. def setDistribution(value: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

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

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  128. def setFeaturesCol(first: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  129. def setFeaturesCols(columnNames: ArrayList[String]): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  130. def setFeaturesCols(columnNames: Array[String]): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  131. def setFeaturesCols(first: String, others: String*): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  132. def setFoldCol(columnName: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OAlgoCommonParams

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

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  138. def setModelId(id: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  139. def setNamedMojoOutputColumns(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  141. def setParallelizeCrossValidation(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  142. def setPredictionCol(columnName: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  144. def setSplitRatio(ratio: Double): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

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

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

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  147. def setWeightCol(columnName: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  148. def setWithContributions(enabled: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

  149. def setWithDetailedPredictionCol(enabled: Boolean): H2OKMeansParams.this.type

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

  150. def setWithLeafNodeAssignments(enabled: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  157. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  158. final def wait(): Unit

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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  161. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  162. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  163. final val withDetailedPredictionCol: BooleanParam

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    Attributes
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    Definition Classes
    H2OMOJOAlgoSharedParams

  164. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OAlgoUnsupervisedParams[KMeansParameters]

Inherited from H2OAlgoCommonParams[KMeansParameters]

Inherited from H2OCommonUnsupervisedParams

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[KMeansParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped