Packages

class H2OKMeans extends H2OUnsupervisedAlgorithm[KMeansParameters] with H2OKMeansParams

H2O KMeans algorithm exposed via Spark ML pipelines.

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

Instance Constructors

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

Type Members

  1. type H2O_SCHEMA = GLMParametersV3
    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper

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. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. def checkResponseCode(connection: HttpURLConnection): Unit
    Definition Classes
    RestCommunication
  9. final def clear(param: Param[_]): H2OKMeans.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  14. def copy(extra: ParamMap): H2OKMeans.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  18. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  21. def doubleParam(name: String, doc: Option[String] = None): DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  22. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  23. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  24. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  25. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  26. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  27. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  28. def explainParams(): String
    Definition Classes
    Params
  29. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  30. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  31. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  32. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  33. def fit(dataset: Dataset[_]): H2OUnsupervisedMOJOModel
    Definition Classes
    H2OUnsupervisedAlgorithm → H2OAlgorithm → Estimator
  34. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  35. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  36. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  37. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  38. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  39. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  40. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  41. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  42. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  44. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  45. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  46. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  47. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  48. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  49. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  50. def getEstimateK(): Boolean
    Definition Classes
    H2OKMeansParams
  51. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonUnsupervisedParams → H2OCommonParams
  52. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  53. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  54. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  55. def getInit(): String
    Definition Classes
    H2OKMeansParams
  56. def getK(): Int
    Definition Classes
    H2OKMeansParams
  57. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  58. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  59. def getMaxIterations(): Int
    Definition Classes
    H2OKMeansParams
  60. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  61. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  62. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  63. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  64. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  65. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  66. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  67. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  68. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  69. def getStandardize(): Boolean
    Definition Classes
    H2OKMeansParams
  70. def getUserPoints(): Array[Array[Double]]
    Definition Classes
    H2OKMeansParams
  71. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  72. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  73. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  74. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  75. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  76. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  77. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  78. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  80. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  81. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  82. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  83. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  84. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  85. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  86. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  87. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  88. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  89. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  90. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  91. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  93. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  94. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  95. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  98. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  101. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  102. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  103. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  104. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  105. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  106. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  107. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  108. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  109. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  110. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  111. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  112. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  113. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  114. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  115. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  116. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  117. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  118. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  119. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  120. def paramTag: ClassTag[KMeansParameters]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper
  121. val parameters: KMeansParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  122. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  123. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  124. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  125. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OKMeans → H2OAlgorithm
  126. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  127. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  128. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  129. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  130. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  131. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2OKMeansParams → H2OAlgoParamsHelper
  132. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  133. final def set(paramPair: ParamPair[_]): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  134. final def set(param: String, value: Any): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  135. final def set[T](param: Param[T], value: T): H2OKMeans.this.type
    Definition Classes
    Params
  136. def setAllStringColumnsToCategorical(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  137. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  138. def setColumnsToCategorical(columns: Array[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  139. def setColumnsToCategorical(first: String, others: String*): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  140. def setConvertInvalidNumbersToNa(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  141. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  142. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  143. final def setDefault[T](param: Param[T], value: T): H2OKMeans.this.type
    Attributes
    protected
    Definition Classes
    Params
  144. def setDetailedPredictionCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  145. def setDistribution(value: String): H2OKMeans.this.type
    Definition Classes
    H2OAlgoCommonParams
  146. def setEstimateK(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  147. def setFeaturesCol(first: String): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  148. def setFeaturesCols(columnNames: ArrayList[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  149. def setFeaturesCols(columnNames: Array[String]): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  150. def setFeaturesCols(first: String, others: String*): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  151. def setFoldCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  152. def setInit(value: String): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  153. def setK(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  154. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgoCommonParams
  155. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgoCommonParams
  156. def setMaxIterations(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  157. def setModelId(id: String): H2OKMeans.this.type
    Definition Classes
    H2OAlgoCommonParams
  158. def setNamedMojoOutputColumns(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  159. def setNfolds(value: Int): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  160. def setParallelizeCrossValidation(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OAlgoCommonParams
  161. def setPredictionCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  162. def setSeed(value: Long): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  163. def setSplitRatio(ratio: Double): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  164. def setStandardize(value: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  165. def setUserPoints(value: Array[Array[Double]]): H2OKMeans.this.type
    Definition Classes
    H2OKMeansParams
  166. def setWeightCol(columnName: String): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  167. def setWithContributions(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  168. def setWithDetailedPredictionCol(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  169. def setWithLeafNodeAssignments(enabled: Boolean): H2OKMeans.this.type
    Definition Classes
    H2OCommonParams
  170. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  171. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  172. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  173. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  174. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  175. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  176. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  177. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  178. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  179. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  180. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  181. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  182. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  183. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  184. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  185. val uid: String
    Definition Classes
    H2OKMeans → Identifiable
  186. 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
  187. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  188. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  189. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  190. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  191. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  192. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  193. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  194. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OKMeansParams

Inherited from H2OUnsupervisedAlgorithm[KMeansParameters]

Inherited from H2OAlgoUnsupervisedParams[KMeansParameters]

Inherited from H2OCommonUnsupervisedParams

Inherited from H2OAlgorithm[KMeansParameters]

Inherited from H2OAlgoCommonParams[KMeansParameters]

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from H2OAlgoParamsHelper[KMeansParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped