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, HasDataFrameSerializer, 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. HasDataFrameSerializer
  22. H2OAlgoParamsBase
  23. H2OFrameLifecycle
  24. ParameterConstructorMethods
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. 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 val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  26. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  27. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  28. 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
  29. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  30. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  31. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  32. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  33. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  34. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  35. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  36. val estimateK: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  37. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  38. def explainParams(): String
    Definition Classes
    Params
  39. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  40. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  41. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  42. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  43. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  44. def fit(dataset: Dataset[_]): H2OKMeansMOJOModel
    Definition Classes
    H2OKMeans → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
  45. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  46. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  47. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  48. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  49. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  50. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  51. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  52. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  53. def getCategoricalEncoding(): String
    Definition Classes
    H2OKMeansParams
  54. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  55. def getClusterSizeConstraints(): Array[Int]
    Definition Classes
    H2OKMeansParams
  56. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  57. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  58. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  59. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  60. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  61. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  62. def getEstimateK(): Boolean
    Definition Classes
    H2OKMeansParams
  63. def getExportCheckpointsDir(): String
    Definition Classes
    H2OKMeansParams
  64. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  65. def getFoldAssignment(): String
    Definition Classes
    H2OKMeansParams
  66. def getFoldCol(): String
    Definition Classes
    H2OKMeansParams
  67. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OKMeansParams
  68. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  69. def getInit(): String
    Definition Classes
    H2OKMeansParams
  70. def getK(): Int
    Definition Classes
    H2OKMeansParams
  71. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  72. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OKMeansParams
  73. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OKMeansParams
  74. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OKMeansParams
  75. def getMaxIterations(): Int
    Definition Classes
    H2OKMeansParams
  76. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OKMeansParams
  77. def getModelId(): String
    Definition Classes
    H2OKMeansParams
  78. def getNfolds(): Int
    Definition Classes
    H2OKMeansParams
  79. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  80. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  81. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  82. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OKMeansParams
  83. def getSeed(): Long
    Definition Classes
    H2OKMeansParams
  84. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  85. def getStandardize(): Boolean
    Definition Classes
    H2OKMeansParams
  86. def getUserPoints(): Array[Array[Double]]
    Definition Classes
    HasUserPoints
  87. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  88. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  89. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  90. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  91. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  92. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  93. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  94. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  95. val init: Param[String]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  96. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  97. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  99. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  100. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  101. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  102. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  103. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  104. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  105. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  106. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  107. val k: IntParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  108. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  109. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  110. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  111. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  112. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  113. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  120. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  124. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  125. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  126. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  127. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  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 nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    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. def setDataFrameSerializer(fullClassName: String): H2OKMeans.this.type
    Definition Classes
    H2OBaseMOJOParams
  165. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  166. final def setDefault[T](param: Param[T], value: T): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  167. def setDetailedPredictionCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  168. def setEstimateK(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  169. def setExportCheckpointsDir(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  170. def setFeaturesCol(first: String): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  171. def setFeaturesCols(columnNames: ArrayList[String]): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  172. def setFeaturesCols(columnNames: Array[String]): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  173. def setFeaturesCols(first: String, others: String*): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  174. def setFoldAssignment(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  175. def setFoldCol(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  176. def setIgnoreConstCols(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  177. def setIgnoredCols(value: Array[String]): H2OKMeans.this.type
    Definition Classes
    HasIgnoredCols
  178. def setInit(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  179. def setK(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  180. def setKeepBinaryModels(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  181. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  182. def setKeepCrossValidationModels(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  183. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  184. def setMaxIterations(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  185. def setMaxRuntimeSecs(value: Double): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  186. def setModelId(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  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 setWithLeafNodeAssignments(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  197. def setWithStageResults(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  198. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  199. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OKMeansParams
  200. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  201. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  202. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  203. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  204. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  205. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  206. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  207. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  208. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  209. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  210. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  211. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    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: NonSerializableNullableDataFrameParam
    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 withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  222. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  223. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  224. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

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 HasDataFrameSerializer

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