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()
  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
    H2OEstimator → Estimator → PipelineStage → Params
  22. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  23. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator
  24. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  25. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  26. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  28. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  29. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  31. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  33. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  35. val estimateK: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  36. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  37. def explainParams(): String
    Definition Classes
    Params
  38. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  39. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  40. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  41. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  42. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  43. def fit(dataset: Dataset[_]): H2OKMeansMOJOModel
    Definition Classes
    H2OKMeans → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
  44. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  45. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  46. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  47. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  48. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  49. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  50. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  51. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  52. def getCategoricalEncoding(): String
    Definition Classes
    H2OKMeansParams
  53. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  54. def getClusterSizeConstraints(): Array[Int]
    Definition Classes
    H2OKMeansParams
  55. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  56. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  57. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  58. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  59. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  60. def getEstimateK(): Boolean
    Definition Classes
    H2OKMeansParams
  61. def getExportCheckpointsDir(): String
    Definition Classes
    H2OKMeansParams
  62. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  63. def getFoldAssignment(): String
    Definition Classes
    H2OKMeansParams
  64. def getFoldCol(): String
    Definition Classes
    H2OKMeansParams
  65. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OKMeansParams
  66. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  67. def getInit(): String
    Definition Classes
    H2OKMeansParams
  68. def getK(): Int
    Definition Classes
    H2OKMeansParams
  69. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  70. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OKMeansParams
  71. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OKMeansParams
  72. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OKMeansParams
  73. def getMaxIterations(): Int
    Definition Classes
    H2OKMeansParams
  74. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OKMeansParams
  75. def getModelId(): String
    Definition Classes
    H2OKMeansParams
  76. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  77. def getNfolds(): Int
    Definition Classes
    H2OKMeansParams
  78. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  79. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  80. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  81. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OKMeansParams
  82. def getSeed(): Long
    Definition Classes
    H2OKMeansParams
  83. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  84. def getStandardize(): Boolean
    Definition Classes
    H2OKMeansParams
  85. def getUserPoints(): Array[Array[Double]]
    Definition Classes
    HasUserPoints
  86. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  87. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  88. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  89. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  90. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  91. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  92. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  93. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  94. val init: Param[String]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  95. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  96. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  98. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  99. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  100. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  101. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  102. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  103. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  104. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  105. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  106. val k: IntParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  107. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  108. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  109. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  110. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  111. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  112. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  119. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  120. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  124. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  125. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  126. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  127. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  128. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  129. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  130. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  131. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  132. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  138. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  139. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  140. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  141. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  142. def paramTag: ClassTag[KMeansParameters]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  143. var parameters: KMeansParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  144. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  145. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  146. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    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
    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
    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
    Definition Classes
    RestCommunication
  150. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  151. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  152. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  153. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  154. final def set(paramPair: ParamPair[_]): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  155. final def set(param: String, value: Any): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  156. final def set[T](param: Param[T], value: T): H2OKMeans.this.type
    Definition Classes
    Params
  157. def setCategoricalEncoding(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  158. def setClusterSizeConstraints(value: Array[Int]): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  159. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  160. def setColumnsToCategorical(columns: Array[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  161. def setColumnsToCategorical(first: String, others: String*): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  162. def setConvertInvalidNumbersToNa(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  163. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  164. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  165. final def setDefault[T](param: Param[T], value: T): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  166. def setDetailedPredictionCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  167. def setEstimateK(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  168. def setExportCheckpointsDir(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  169. def setFeaturesCol(first: String): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  170. def setFeaturesCols(columnNames: ArrayList[String]): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  171. def setFeaturesCols(columnNames: Array[String]): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  172. def setFeaturesCols(first: String, others: String*): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  173. def setFoldAssignment(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  174. def setFoldCol(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  175. def setIgnoreConstCols(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  176. def setIgnoredCols(value: Array[String]): H2OKMeans.this.type
    Definition Classes
    HasIgnoredCols
  177. def setInit(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  178. def setK(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  179. def setKeepBinaryModels(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  180. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  181. def setKeepCrossValidationModels(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  182. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  183. def setMaxIterations(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  184. def setMaxRuntimeSecs(value: Double): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  185. def setModelId(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  186. def setNamedMojoOutputColumns(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  187. def setNfolds(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  188. def setPredictionCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  189. def setScoreEachIteration(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  190. def setSeed(value: Long): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  191. def setSplitRatio(ratio: Double): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  192. def setStandardize(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  193. def setUserPoints(value: Array[Array[Double]]): H2OKMeans.this.type
    Definition Classes
    HasUserPoints
  194. def setValidationDataFrame(dataFrame: DataFrame): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  195. def setWithContributions(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  196. def setWithDetailedPredictionCol(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  197. def setWithLeafNodeAssignments(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  198. def setWithStageResults(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  199. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  200. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  201. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  202. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  203. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  204. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  205. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  206. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  207. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  208. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  209. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  210. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  211. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  212. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  213. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  214. val uid: String
    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
    Definition Classes
    RestCommunication
  216. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  217. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  218. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  219. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  220. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  221. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  222. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  223. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  224. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  225. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    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