class H2OKMeans extends H2OUnsupervisedAlgorithm[KMeansParameters] with H2OKMeansParams with H2OKMeansExtras

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

Instance Constructors

  1. new H2OKMeans()
  2. new H2OKMeans(uid: String)

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. val categoricalEncoding: Param[String]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  10. final def clear(param: Param[_]): H2OKMeans.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. val clusterSizeConstraints: NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  13. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  14. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  17. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  18. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  19. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  20. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def copy(extra: ParamMap): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  22. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  23. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  24. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  25. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  26. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  27. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  28. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  29. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  30. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  31. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  32. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  33. val estimateK: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  34. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  35. def explainParams(): String
    Definition Classes
    Params
  36. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  40. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  41. def fit(dataset: Dataset[_]): H2OKMeansMOJOModel
    Definition Classes
    H2OKMeans → H2OUnsupervisedAlgorithm → H2OAlgorithm → Estimator
  42. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  43. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  44. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  45. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  46. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  47. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  50. def getCategoricalEncoding(): String
    Definition Classes
    H2OKMeansParams
  51. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  52. def getClusterSizeConstraints(): Array[Int]
    Definition Classes
    H2OKMeansParams
  53. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  54. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  55. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  56. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  57. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  58. def getEstimateK(): Boolean
    Definition Classes
    H2OKMeansParams
  59. def getExportCheckpointsDir(): String
    Definition Classes
    H2OKMeansParams
  60. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  61. def getFoldAssignment(): String
    Definition Classes
    H2OKMeansParams
  62. def getFoldCol(): String
    Definition Classes
    H2OKMeansParams
  63. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OKMeansParams
  64. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  65. def getInit(): String
    Definition Classes
    H2OKMeansParams
  66. def getK(): Int
    Definition Classes
    H2OKMeansParams
  67. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OKMeansParams
  68. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OKMeansParams
  69. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OKMeansParams
  70. def getMaxIterations(): Int
    Definition Classes
    H2OKMeansParams
  71. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OKMeansParams
  72. def getModelId(): String
    Definition Classes
    H2OKMeansParams
  73. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  74. def getNfolds(): Int
    Definition Classes
    H2OKMeansParams
  75. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  76. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  77. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  78. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OKMeansParams
  79. def getSeed(): Long
    Definition Classes
    H2OKMeansParams
  80. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  81. def getStandardize(): Boolean
    Definition Classes
    H2OKMeansParams
  82. def getUserPoints(): Array[Array[Double]]
    Definition Classes
    HasUserPoints
  83. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  84. def getWeightCol(): String
    Definition Classes
    DeprecatedWeightCol
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  85. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  86. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  87. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  88. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  89. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  90. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  91. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  92. val init: Param[String]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  93. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  94. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  95. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  96. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  97. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  98. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  99. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  100. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  101. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  102. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  103. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  104. val k: IntParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  105. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  106. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  107. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  108. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  109. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  116. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  120. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  121. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  122. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  123. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  124. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  125. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  126. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  127. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  128. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  129. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  138. def paramTag: ClassTag[KMeansParameters]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  139. var parameters: KMeansParameters
    Attributes
    protected
    Definition Classes
    H2OAlgorithm
  140. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  141. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  142. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OKMeansExtras → H2OTrainFramePreparation
  143. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  144. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  145. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  146. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  147. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  148. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  149. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  150. final def set(paramPair: ParamPair[_]): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  151. final def set(param: String, value: Any): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  152. final def set[T](param: Param[T], value: T): H2OKMeans.this.type
    Definition Classes
    Params
  153. def setCategoricalEncoding(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  154. def setClusterSizeConstraints(value: Array[Int]): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  155. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  156. def setColumnsToCategorical(columns: Array[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  157. def setColumnsToCategorical(first: String, others: String*): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  158. def setConvertInvalidNumbersToNa(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  159. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  160. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  161. final def setDefault[T](param: Param[T], value: T): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  162. def setDetailedPredictionCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  163. def setEstimateK(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  164. def setExportCheckpointsDir(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  165. def setFeaturesCol(first: String): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  166. def setFeaturesCols(columnNames: ArrayList[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  167. def setFeaturesCols(columnNames: Array[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  168. def setFeaturesCols(first: String, others: String*): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  169. def setFoldAssignment(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  170. def setFoldCol(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  171. def setIgnoreConstCols(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  172. def setIgnoredCols(value: Array[String]): H2OKMeans.this.type
    Definition Classes
    HasIgnoredCols
  173. def setInit(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  174. def setK(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  175. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  176. def setKeepCrossValidationModels(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  177. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  178. def setMaxIterations(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  179. def setMaxRuntimeSecs(value: Double): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  180. def setModelId(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  181. def setNamedMojoOutputColumns(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  182. def setNfolds(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  183. def setPredictionCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  184. def setScoreEachIteration(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  185. def setSeed(value: Long): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  186. def setSplitRatio(ratio: Double): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  187. def setStandardize(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  188. def setUserPoints(value: Array[Array[Double]]): H2OKMeans.this.type
    Definition Classes
    HasUserPoints
  189. def setValidationDataFrame(dataFrame: DataFrame): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  190. def setWeightCol(value: String): H2OKMeans.this.type
    Definition Classes
    DeprecatedWeightCol
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  191. def setWithContributions(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  192. def setWithDetailedPredictionCol(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  193. def setWithLeafNodeAssignments(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  194. def setWithStageResults(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  195. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  196. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  197. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  199. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  200. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  201. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  202. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  203. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  204. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  205. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  206. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  207. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  208. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  209. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  210. val uid: String
    Definition Classes
    H2OKMeans → Identifiable
  211. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  212. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  213. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  214. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  215. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  216. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  217. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  218. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  219. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  220. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  221. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OKMeansExtras

Inherited from H2OKMeansParams

Inherited from DeprecatedWeightCol

Inherited from HasIgnoredCols

Inherited from HasUserPoints

Inherited from H2OUnsupervisedAlgorithm[KMeansParameters]

Inherited from H2OAlgorithm[KMeansParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped