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

H2O KMeans algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OKMeansParams, H2OUnsupervisedAlgorithm[KMeansParameters], H2OAlgoUnsupervisedParams[KMeansParameters], H2OCommonUnsupervisedParams, H2OAlgorithm[KMeansParameters], H2OAlgoCommonParams[KMeansParameters], H2OCommonParams, H2OMOJOAlgoSharedParams, H2OAlgoParamsHelper[KMeansParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OKMeans
  2. H2OKMeansParams
  3. H2OUnsupervisedAlgorithm
  4. H2OAlgoUnsupervisedParams
  5. H2OCommonUnsupervisedParams
  6. H2OAlgorithm
  7. H2OAlgoCommonParams
  8. H2OCommonParams
  9. H2OMOJOAlgoSharedParams
  10. H2OAlgoParamsHelper
  11. DefaultParamsWritable
  12. MLWritable
  13. H2OAlgoCommonUtils
  14. EstimatorCommonUtils
  15. RestCommunication
  16. RestEncodingUtils
  17. Logging
  18. Estimator
  19. PipelineStage
  20. Logging
  21. Params
  22. Serializable
  23. Serializable
  24. Identifiable
  25. AnyRef
  26. 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. type H2O_SCHEMA = GLMParametersV3

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    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper

Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. def checkResponseCode(connection: HttpURLConnection): Unit

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  17. 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

  18. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  28. def explainParams(): String

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    Definition Classes
    Params

  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def finalize(): Unit

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

  33. def fit(dataset: Dataset[_]): H2OUnsupervisedMOJOModel

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    Definition Classes
    H2OUnsupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  37. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  39. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  41. def getAllStringColumnsToCategorical(): Boolean

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

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

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    Definition Classes
    AnyRef → Any

  43. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  44. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  45. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  47. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  48. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  50. def getEstimateK(): Boolean

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    Definition Classes
    H2OKMeansParams

  51. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonUnsupervisedParams → H2OCommonParams

  52. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  53. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  54. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  55. def getInit(): String

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    Definition Classes
    H2OKMeansParams

  56. def getK(): Int

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    Definition Classes
    H2OKMeansParams

  57. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  58. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  59. def getMaxIterations(): Int

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    Definition Classes
    H2OKMeansParams

  60. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  61. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  62. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  64. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  66. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  67. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  68. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  69. def getStandardize(): Boolean

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

  71. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  72. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  73. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  75. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  76. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  77. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  78. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  85. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  86. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  88. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  89. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  96. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  103. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  104. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  106. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  107. final def notify(): Unit

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    Definition Classes
    AnyRef

  108. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  119. def paramTag: ClassTag[KMeansParameters]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper

  120. var parameters: KMeansParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  122. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  123. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  124. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OKMeans → H2OAlgorithm

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

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    Definition Classes
    RestCommunication

  126. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  127. def request[ResultType](endpoint: URI, requestType: String, 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

  128. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  129. def save(path: String): Unit

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

  130. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper

  131. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  135. def setAllStringColumnsToCategorical(value: Boolean): H2OKMeans.this.type

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

  144. def setDistribution(value: String): H2OKMeans.this.type

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  150. def setFoldCol(columnName: String): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OKMeansParams

  156. def setModelId(id: String): H2OKMeans.this.type

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OKMeansParams

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

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    Definition Classes
    H2OKMeansParams

  165. def setWeightCol(columnName: String): H2OKMeans.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

  169. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    protected
    Definition Classes
    H2OAlgoParamsHelper

  174. def stringify(value: Any): String

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

  178. def stringifyPrimitiveParam(value: Any): String

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    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  180. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  182. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  184. val uid: String

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    Definition Classes
    H2OKMeans → Identifiable

  185. 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

  186. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  189. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  190. final val withContributions: BooleanParam

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    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  191. final val withDetailedPredictionCol: BooleanParam

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    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  192. final val withLeafNodeAssignments: BooleanParam

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    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  193. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OKMeansParams

Inherited from H2OUnsupervisedAlgorithm[KMeansParameters]

Inherited from H2OAlgoUnsupervisedParams[KMeansParameters]

Inherited from H2OCommonUnsupervisedParams

Inherited from H2OAlgorithm[KMeansParameters]

Inherited from H2OAlgoCommonParams[KMeansParameters]

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from H2OAlgoParamsHelper[KMeansParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

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