Trait

ai.h2o.sparkling.ml.algos

H2OKMeansParams

Related Doc: package algos

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trait H2OKMeansParams extends H2OAlgoUnsupervisedParams[KMeansParameters]

Parameters for Spark's API exposing underlying H2O model.

Linear Supertypes
H2OAlgoUnsupervisedParams[KMeansParameters], H2OAlgoCommonParams[KMeansParameters], H2OCommonUnsupervisedParams, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[KMeansParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
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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
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Type Members

  1. type H2O_SCHEMA = GLMParametersV3

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    Definition Classes
    H2OKMeansParamsH2OAlgoParamsHelper

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
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  2. final def ##(): Int

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    Definition Classes
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  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 val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. def booleanParam(name: String, doc: String): BooleanParam

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    protected
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    H2OAlgoParamsHelper
  9. final def clear(param: Param[_]): H2OKMeansParams.this.type

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    Definition Classes
    Params
  10. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Attributes
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    Params
  16. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  17. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
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    H2OAlgoParamsHelper
  18. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    H2OAlgoParamsHelper
  20. def doubleParam(name: String, doc: String): DoubleParam

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    H2OAlgoParamsHelper
  21. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  22. def equals(arg0: Any): Boolean

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    Definition Classes
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  23. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  24. def explainParams(): String

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    Definition Classes
    Params
  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. final val featuresCols: StringArrayParam

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    Attributes
    protected
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    H2OMOJOAlgoSharedParams
  28. def finalize(): Unit

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    protected[java.lang]
    Definition Classes
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
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    H2OAlgoParamsHelper
  30. def floatParam(name: String, doc: String): FloatParam

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    H2OAlgoParamsHelper
  31. final val foldCol: NullableStringParam

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    Attributes
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    H2OCommonParams
  32. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  33. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
  34. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  35. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  36. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  37. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  38. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  39. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  40. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams
  41. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  42. def getEstimateK(): Boolean

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  43. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonUnsupervisedParamsH2OCommonParams
  44. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  45. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams
  46. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  47. def getInit(): String

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  48. def getK(): Int

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  49. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  50. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  51. def getMaxIterations(): Int

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  52. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams
  53. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
  54. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams
  55. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  56. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams
  57. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  58. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams
  59. def getSeed(): Long

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    Definition Classes
    H2OCommonParams
  60. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  61. def getStandardize(): Boolean

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

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  63. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams
  64. def getWithDetailedPredictionCol(): 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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    Params
  67. def hashCode(): Int

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  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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    Params
  75. final def isInstanceOf[T0]: Boolean

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

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  77. def isTraceEnabled(): Boolean

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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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    H2OAlgoParamsHelper
  92. final val modelId: NullableStringParam

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    Attributes
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    H2OAlgoCommonParams
  93. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
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    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
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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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    H2OKMeansParamsH2OAlgoParamsHelper
  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
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    H2OMOJOAlgoSharedParams
  112. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
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    H2OKMeansParamsH2OAlgoParamsHelper
  113. final val seed: LongParam

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

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    Definition Classes
    H2OCommonParams
  119. def setColumnsToCategorical(first: String, others: String*): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  120. def setConvertInvalidNumbersToNa(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  121. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  122. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansParams.this.type

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

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    Attributes
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    Params
  124. def setDetailedPredictionCol(columnName: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  125. def setDistribution(value: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  126. def setEstimateK(value: Boolean): H2OKMeansParams.this.type

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

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    Definition Classes
    H2OCommonParams
  128. def setFeaturesCols(columnNames: Array[String]): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  129. def setFeaturesCols(first: String, others: String*): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  130. def setFoldCol(columnName: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  131. def setInit(value: String): H2OKMeansParams.this.type

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

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

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    Definition Classes
    H2OAlgoCommonParams
  134. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  135. def setMaxIterations(value: Int): H2OKMeansParams.this.type

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

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    Definition Classes
    H2OAlgoCommonParams
  137. def setNamedMojoOutputColumns(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  138. def setNfolds(value: Int): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  139. def setParallelizeCrossValidation(value: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OAlgoCommonParams
  140. def setPredictionCol(columnName: String): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  141. def setSeed(value: Long): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  142. def setSplitRatio(ratio: Double): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  143. def setStandardize(value: Boolean): H2OKMeansParams.this.type

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

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

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    Definition Classes
    H2OCommonParams
  146. def setWithDetailedPredictionCol(enabled: Boolean): H2OKMeansParams.this.type

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    Definition Classes
    H2OCommonParams
  147. final val splitRatio: DoubleParam

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    H2OCommonParams
  148. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    H2OAlgoParamsHelper
  149. def stringArrayParam(name: String, doc: String): StringArrayParam

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    H2OAlgoParamsHelper
  150. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    H2OAlgoParamsHelper
  151. def stringParam(name: String, doc: String): Param[String]

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    Attributes
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    H2OAlgoParamsHelper
  152. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  153. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  154. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Definition Classes
    H2OKMeansParamsH2OAlgoCommonParams
  155. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  156. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  157. final def wait(arg0: Long): Unit

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    Annotations
    @throws( ... )
  158. final val weightCol: NullableStringParam

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    Attributes
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    H2OCommonParams
  159. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from H2OAlgoUnsupervisedParams[KMeansParameters]

Inherited from H2OAlgoCommonParams[KMeansParameters]

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