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, HasIgnoredCols, HasUserPoints, H2OUnsupervisedAlgorithm[KMeansParameters], H2OAlgorithm[KMeansParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[KMeansParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OKMeans
  2. H2OKMeansExtras
  3. H2OKMeansParams
  4. HasIgnoredCols
  5. HasUserPoints
  6. H2OUnsupervisedAlgorithm
  7. H2OAlgorithm
  8. H2OAlgorithmCommonParams
  9. H2OAlgorithmMOJOParams
  10. H2OEstimator
  11. DefaultParamsWritable
  12. MLWritable
  13. H2OTrainFramePreparation
  14. H2OAlgoCommonUtils
  15. EstimatorCommonUtils
  16. RestCommunication
  17. RestEncodingUtils
  18. Logging
  19. H2OCommonParams
  20. H2OBaseMOJOParams
  21. HasDataFrameSerializer
  22. H2OAlgoParamsBase
  23. H2OFrameLifecycle
  24. ParameterConstructorMethods
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. 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
    H2OEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  23. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  24. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  25. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  29. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  35. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  36. val estimateK: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

  38. def explainParams(): String

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    Definition Classes
    Params

  39. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  40. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  42. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  43. def finalize(): Unit

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

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

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    Definition Classes
    H2OKMeans → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  49. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  50. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

  52. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  53. def getCategoricalEncoding(): String

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    AnyRef → Any

  55. def getClusterSizeConstraints(): Array[Int]

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    Definition Classes
    H2OKMeansParams

  56. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  57. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  58. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  59. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  61. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  62. def getEstimateK(): Boolean

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    Definition Classes
    H2OKMeansParams

  63. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OKMeansParams

  64. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  65. def getFoldAssignment(): String

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    Definition Classes
    H2OKMeansParams

  66. def getFoldCol(): String

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    Definition Classes
    H2OKMeansParams

  67. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OKMeansParams

  68. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  69. def getInit(): String

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    Definition Classes
    H2OKMeansParams

  70. def getK(): Int

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    Definition Classes
    H2OKMeansParams

  71. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  72. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OKMeansParams

  73. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OKMeansParams

  74. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OKMeansParams

  75. def getMaxIterations(): Int

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    Definition Classes
    H2OKMeansParams

  76. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OKMeansParams

  77. def getModelId(): String

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    Definition Classes
    H2OKMeansParams

  78. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  79. def getNfolds(): Int

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  82. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  83. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OKMeansParams

  84. def getSeed(): Long

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    Definition Classes
    H2OKMeansParams

  85. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  86. def getStandardize(): Boolean

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    HasUserPoints

  88. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  89. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  90. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  91. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  93. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  94. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  95. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  96. val init: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  98. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  99. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  104. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  105. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  107. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  108. val k: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  109. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  110. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  111. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  112. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  113. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  120. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  126. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  127. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  128. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  129. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  131. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  132. final def notify(): Unit

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    Definition Classes
    AnyRef

  133. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  143. def paramTag: ClassTag[KMeansParameters]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  144. var parameters: KMeansParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  146. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  147. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OKMeansExtras → H2OTrainFramePreparation

  148. 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

  149. 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

  150. 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

  151. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  152. def save(path: String): Unit

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

  153. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  154. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  165. def setDataFrameSerializer(fullClassName: String): H2OKMeans.this.type

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    HasUserPoints

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

  201. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  202. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  205. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  210. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  212. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  214. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  215. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  217. val uid: String

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    Definition Classes
    H2OKMeans → Identifiable

  218. 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

  219. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  220. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  223. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  224. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  225. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  226. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  227. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OKMeansExtras

Inherited from H2OKMeansParams

Inherited from HasIgnoredCols

Inherited from HasUserPoints

Inherited from H2OUnsupervisedAlgorithm[KMeansParameters]

Inherited from H2OAlgorithm[KMeansParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[KMeansParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

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