Class/Object

ai.h2o.sparkling.ml.algos

H2OKMeans

Related Docs: object H2OKMeans | package algos

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class H2OKMeans extends H2OUnsupervisedAlgorithm[KMeansParameters] with H2OKMeansParams with H2OKMeansExtras

Linear Supertypes
H2OKMeansExtras, H2OKMeansParams, DeprecatedWeightCol, HasIgnoredCols, HasUserPoints, H2OUnsupervisedAlgorithm[KMeansParameters], H2OAlgorithm[KMeansParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OKMeans
  2. H2OKMeansExtras
  3. H2OKMeansParams
  4. DeprecatedWeightCol
  5. HasIgnoredCols
  6. HasUserPoints
  7. H2OUnsupervisedAlgorithm
  8. H2OAlgorithm
  9. DefaultParamsWritable
  10. MLWritable
  11. H2OTrainFramePreparation
  12. H2OAlgoCommonUtils
  13. EstimatorCommonUtils
  14. RestCommunication
  15. RestEncodingUtils
  16. H2OCommonParams
  17. H2OAlgoParamsBase
  18. H2OFrameLifecycle
  19. ParameterConstructorMethods
  20. H2OBaseMOJOParams
  21. Logging
  22. Estimator
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OKMeans()

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  2. new H2OKMeans(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  7. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  8. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2OKMeans.this.type

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    Definition Classes
    Params

  11. def clone(): AnyRef

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

  12. val clusterSizeConstraints: NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  13. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  15. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  16. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  18. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  19. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def copy(extra: ParamMap): H2OKMeans.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  25. 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

  26. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  28. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  29. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  30. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  32. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  33. val estimateK: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

  35. def explainParams(): String

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    Definition Classes
    Params

  36. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  37. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  39. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  40. def finalize(): Unit

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

  41. def fit(dataset: Dataset[_]): H2OKMeansMOJOModel

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    Definition Classes
    H2OKMeans → H2OUnsupervisedAlgorithm → H2OAlgorithm → Estimator

  42. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  43. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  44. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  46. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  47. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

  49. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  50. def getCategoricalEncoding(): String

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    AnyRef → Any

  52. def getClusterSizeConstraints(): Array[Int]

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    Definition Classes
    H2OKMeansParams

  53. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  54. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  55. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  57. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  58. def getEstimateK(): Boolean

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    Definition Classes
    H2OKMeansParams

  59. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OKMeansParams

  60. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  61. def getFoldAssignment(): String

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    Definition Classes
    H2OKMeansParams

  62. def getFoldCol(): String

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    Definition Classes
    H2OKMeansParams

  63. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OKMeansParams

  64. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  65. def getInit(): String

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    Definition Classes
    H2OKMeansParams

  66. def getK(): Int

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    Definition Classes
    H2OKMeansParams

  67. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OKMeansParams

  68. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OKMeansParams

  69. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OKMeansParams

  70. def getMaxIterations(): Int

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    Definition Classes
    H2OKMeansParams

  71. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OKMeansParams

  72. def getModelId(): String

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    Definition Classes
    H2OKMeansParams

  73. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  74. def getNfolds(): Int

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  77. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  78. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OKMeansParams

  79. def getSeed(): Long

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    Definition Classes
    H2OKMeansParams

  80. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  81. def getStandardize(): Boolean

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    HasUserPoints

  83. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  84. def getWeightCol(): String

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    Definition Classes
    DeprecatedWeightCol
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  85. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  86. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  87. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  89. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  90. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  91. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  92. val init: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  94. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  96. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  100. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  101. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  103. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  104. val k: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  105. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  106. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  107. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  108. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  115. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  121. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  122. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  123. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  124. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  126. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  127. final def notify(): Unit

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    Definition Classes
    AnyRef

  128. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  138. def paramTag: ClassTag[KMeansParameters]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  139. var parameters: KMeansParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

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    Definition Classes
    Params

  141. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  142. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OKMeansExtras → H2OTrainFramePreparation

  143. 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

  144. 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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    Attributes
    protected
    Definition Classes
    RestCommunication

  145. 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

  146. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  147. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  148. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  149. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  150. final def set(paramPair: ParamPair[_]): H2OKMeans.this.type

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    Attributes
    protected
    Definition Classes
    Params

  151. final def set(param: String, value: Any): H2OKMeans.this.type

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    Attributes
    protected
    Definition Classes
    Params

  152. final def set[T](param: Param[T], value: T): H2OKMeans.this.type

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    Definition Classes
    Params

  153. def setCategoricalEncoding(value: String): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  154. def setClusterSizeConstraints(value: Array[Int]): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  155. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  156. def setColumnsToCategorical(columns: Array[String]): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  157. def setColumnsToCategorical(first: String, others: String*): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  158. def setConvertInvalidNumbersToNa(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  159. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  160. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeans.this.type

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    Attributes
    protected
    Definition Classes
    Params

  161. final def setDefault[T](param: Param[T], value: T): H2OKMeans.this.type

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    Attributes
    protected
    Definition Classes
    Params

  162. def setDetailedPredictionCol(columnName: String): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  163. def setEstimateK(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  164. def setExportCheckpointsDir(value: String): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  165. def setFeaturesCol(first: String): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  166. def setFeaturesCols(columnNames: ArrayList[String]): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  167. def setFeaturesCols(columnNames: Array[String]): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  168. def setFeaturesCols(first: String, others: String*): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  169. def setFoldAssignment(value: String): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  170. def setFoldCol(value: String): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  171. def setIgnoreConstCols(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  172. def setIgnoredCols(value: Array[String]): H2OKMeans.this.type

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    Definition Classes
    HasIgnoredCols

  173. def setInit(value: String): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  174. def setK(value: Int): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  175. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  176. def setKeepCrossValidationModels(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  177. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  178. def setMaxIterations(value: Int): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  179. def setMaxRuntimeSecs(value: Double): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  180. def setModelId(value: String): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  181. def setNamedMojoOutputColumns(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  182. def setNfolds(value: Int): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  183. def setPredictionCol(columnName: String): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  184. def setScoreEachIteration(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  185. def setSeed(value: Long): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  186. def setSplitRatio(ratio: Double): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  187. def setStandardize(value: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OKMeansParams

  188. def setUserPoints(value: Array[Array[Double]]): H2OKMeans.this.type

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    Definition Classes
    HasUserPoints

  189. def setValidationDataFrame(dataFrame: DataFrame): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  190. def setWeightCol(value: String): H2OKMeans.this.type

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

  191. def setWithContributions(enabled: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  192. def setWithDetailedPredictionCol(enabled: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  193. def setWithLeafNodeAssignments(enabled: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  194. def setWithStageResults(enabled: Boolean): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

  195. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  196. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  199. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  204. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  206. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  207. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  208. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  209. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  210. val uid: String

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    Definition Classes
    H2OKMeans → Identifiable

  211. 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

  212. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  213. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  216. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  217. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  218. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  219. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  220. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OKMeansExtras

Inherited from H2OKMeansParams

Inherited from DeprecatedWeightCol

Inherited from HasIgnoredCols

Inherited from HasUserPoints

Inherited from H2OUnsupervisedAlgorithm[KMeansParameters]

Inherited from H2OAlgorithm[KMeansParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped