Trait

ai.h2o.sparkling.ml.params

H2OKMeansParams

Related Doc: package params

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trait H2OKMeansParams extends H2OAlgoParamsBase with HasUserPoints with HasIgnoredCols with DeprecatedWeightCol

Linear Supertypes
DeprecatedWeightCol, HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, HasUserPoints, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OKMeans
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Inherited
  1. H2OKMeansParams
  2. DeprecatedWeightCol
  3. HasIgnoredCols
  4. H2OAlgoCommonUtils
  5. EstimatorCommonUtils
  6. RestCommunication
  7. RestEncodingUtils
  8. Logging
  9. Logging
  10. HasUserPoints
  11. H2OAlgoParamsBase
  12. H2OFrameLifecycle
  13. ParameterConstructorMethods
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final 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

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

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    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2OKMeansParams.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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  14. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  16. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    protected
    Definition Classes
    Params

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

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    protected
    Definition Classes
    Params

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

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    protected
    Definition Classes
    RestCommunication

  21. 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

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

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    ParameterConstructorMethods

  23. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  27. def equals(arg0: Any): Boolean

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    Definition Classes
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  28. val estimateK: BooleanParam

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    Attributes
    protected

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

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    Definition Classes
    Params

  30. def explainParams(): String

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    Definition Classes
    Params

  31. val exportCheckpointsDir: NullableStringParam

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    protected

  32. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  34. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  36. val foldAssignment: Param[String]

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    protected

  37. val foldCol: NullableStringParam

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    protected

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

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    Definition Classes
    Params

  39. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  40. def getCategoricalEncoding(): String

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

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    Definition Classes
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  42. def getClusterSizeConstraints(): Array[Int]

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

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    Definition Classes
    Params

  44. def getEstimateK(): Boolean

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  45. def getExportCheckpointsDir(): String

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  46. def getFoldAssignment(): String

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  47. def getFoldCol(): String

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  48. def getIgnoreConstCols(): Boolean

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  49. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  50. def getInit(): String

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  51. def getK(): Int

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  52. def getKeepCrossValidationFoldAssignment(): Boolean

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  53. def getKeepCrossValidationModels(): Boolean

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  54. def getKeepCrossValidationPredictions(): Boolean

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  55. def getMaxIterations(): Int

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  56. def getMaxRuntimeSecs(): Double

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  57. def getModelId(): String

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  58. def getNfolds(): Int

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

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    Definition Classes
    Params

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

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    Params

  61. def getScoreEachIteration(): Boolean

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  62. def getSeed(): Long

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  63. def getStandardize(): Boolean

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

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    Definition Classes
    HasUserPoints

  65. def getWeightCol(): String

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

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

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    Definition Classes
    Params

  67. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  68. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  69. val ignoreConstCols: BooleanParam

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  70. val init: Param[String]

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

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    Logging

  72. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

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

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    Attributes
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    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

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

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    ParameterConstructorMethods

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

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

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  78. final def isInstanceOf[T0]: Boolean

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    Any

  79. def isPrimitiveType(value: Any): Boolean

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    RestEncodingUtils

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

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    Params

  81. def isTraceEnabled(): Boolean

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    Logging

  82. val k: IntParam

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  83. val keepCrossValidationFoldAssignment: BooleanParam

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  84. val keepCrossValidationModels: BooleanParam

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  85. val keepCrossValidationPredictions: BooleanParam

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  86. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  93. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    ParameterConstructorMethods

  99. val maxIterations: IntParam

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  100. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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  101. val modelId: NullableStringParam

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

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  103. val nfolds: IntParam

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    protected

  104. final def notify(): Unit

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  105. final def notifyAll(): Unit

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

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    ParameterConstructorMethods

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

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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

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

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

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

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  115. def paramTag: ClassTag[KMeansParameters]

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

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    Params

  117. 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

  118. 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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    RestCommunication

  119. 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

  120. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  121. val scoreEachIteration: BooleanParam

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  122. val seed: LongParam

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    protected

  123. final def set(paramPair: ParamPair[_]): H2OKMeansParams.this.type

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    Params

  124. final def set(param: String, value: Any): H2OKMeansParams.this.type

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    Params

  125. final def set[T](param: Param[T], value: T): H2OKMeansParams.this.type

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    Definition Classes
    Params

  126. def setCategoricalEncoding(value: String): H2OKMeansParams.this.type

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  127. def setClusterSizeConstraints(value: Array[Int]): H2OKMeansParams.this.type

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  128. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansParams.this.type

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    Params

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

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    Params

  130. def setEstimateK(value: Boolean): H2OKMeansParams.this.type

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  131. def setExportCheckpointsDir(value: String): H2OKMeansParams.this.type

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  132. def setFoldAssignment(value: String): H2OKMeansParams.this.type

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  133. def setFoldCol(value: String): H2OKMeansParams.this.type

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  134. def setIgnoreConstCols(value: Boolean): H2OKMeansParams.this.type

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  135. def setIgnoredCols(value: Array[String]): H2OKMeansParams.this.type

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    Definition Classes
    HasIgnoredCols

  136. def setInit(value: String): H2OKMeansParams.this.type

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

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

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  139. def setKeepCrossValidationModels(value: Boolean): H2OKMeansParams.this.type

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  140. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeansParams.this.type

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  141. def setMaxIterations(value: Int): H2OKMeansParams.this.type

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  142. def setMaxRuntimeSecs(value: Double): H2OKMeansParams.this.type

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  143. def setModelId(value: String): H2OKMeansParams.this.type

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  144. def setNfolds(value: Int): H2OKMeansParams.this.type

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  145. def setScoreEachIteration(value: Boolean): H2OKMeansParams.this.type

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  146. def setSeed(value: Long): H2OKMeansParams.this.type

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  147. def setStandardize(value: Boolean): H2OKMeansParams.this.type

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

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    Definition Classes
    HasUserPoints

  149. def setWeightCol(value: String): H2OKMeansParams.this.type

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

  150. val standardize: BooleanParam

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

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

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  153. def stringify(value: Any): String

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

  158. def stringifyPrimitiveParam(value: Any): String

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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  160. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  162. 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

  163. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )

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

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    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from DeprecatedWeightCol

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

Inherited from HasUserPoints

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped