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, 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. H2OAlgoParamsBase
  22. H2OFrameLifecycle
  23. ParameterConstructorMethods
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. 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 def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  27. 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

  28. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  34. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  35. val estimateK: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

  37. def explainParams(): String

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    Definition Classes
    Params

  38. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  39. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  41. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  42. def finalize(): Unit

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

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

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    Definition Classes
    H2OKMeans → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  48. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  49. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

  51. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  52. def getCategoricalEncoding(): String

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    AnyRef → Any

  54. def getClusterSizeConstraints(): Array[Int]

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    Definition Classes
    H2OKMeansParams

  55. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  56. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  57. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  59. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  60. def getEstimateK(): Boolean

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    Definition Classes
    H2OKMeansParams

  61. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OKMeansParams

  62. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  63. def getFoldAssignment(): String

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    Definition Classes
    H2OKMeansParams

  64. def getFoldCol(): String

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    Definition Classes
    H2OKMeansParams

  65. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OKMeansParams

  66. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  67. def getInit(): String

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    Definition Classes
    H2OKMeansParams

  68. def getK(): Int

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    Definition Classes
    H2OKMeansParams

  69. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  70. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OKMeansParams

  71. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OKMeansParams

  72. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OKMeansParams

  73. def getMaxIterations(): Int

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    Definition Classes
    H2OKMeansParams

  74. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OKMeansParams

  75. def getModelId(): String

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    Definition Classes
    H2OKMeansParams

  76. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  77. def getNfolds(): Int

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  80. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  81. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OKMeansParams

  82. def getSeed(): Long

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    Definition Classes
    H2OKMeansParams

  83. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  84. def getStandardize(): Boolean

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    HasUserPoints

  86. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  87. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  88. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  89. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  91. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  92. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  93. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  94. val init: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  96. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  97. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  102. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  103. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  105. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  106. val k: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  107. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  108. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  109. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  110. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  111. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  118. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  124. val maxIterations: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  125. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  126. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  127. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  129. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  130. final def notify(): Unit

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    Definition Classes
    AnyRef

  131. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  132. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  142. def paramTag: ClassTag[KMeansParameters]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  143. var parameters: KMeansParameters

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    Attributes
    protected
    Definition Classes
    H2OEstimator

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

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    Definition Classes
    Params

  145. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  146. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OKMeansExtras → H2OTrainFramePreparation

  147. 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

  148. 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

  149. 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

  150. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  151. def save(path: String): Unit

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

  152. val scoreEachIteration: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  153. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    HasUserPoints

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

  199. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  200. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  203. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  208. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  210. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  212. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  214. val uid: String

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    Definition Classes
    H2OKMeans → Identifiable

  215. 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

  216. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  217. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  220. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  221. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  222. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  223. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  224. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    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 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