Class/Object

ai.h2o.sparkling.ml.algos

H2OKMeans

Related Docs: object H2OKMeans | package algos

Permalink

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
Ordering
  1. Alphabetic
  2. By Inheritance
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
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OKMeans()

    Permalink

  2. new H2OKMeans(uid: String)

    Permalink

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

    Permalink
    Definition Classes
    H2OAlgoParamsBase

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. var binaryModel: Option[H2OBinaryModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  7. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  8. val categoricalEncoding: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Definition Classes
    RestCommunication

  10. final def clear(param: Param[_]): H2OKMeans.this.type

    Permalink
    Definition Classes
    Params

  11. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  12. val clusterSizeConstraints: NullableIntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  13. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  15. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  16. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  18. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  19. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def copy(extra: ParamMap): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  23. def createMOJOSettings(): H2OMOJOSettings

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  24. def createMOJOUID(): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OEstimator

  25. final val dataFrameSerializer: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    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

    Permalink
    Definition Classes
    RestCommunication

  29. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  31. def doubleParam(name: String, doc: String): DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    AnyRef

  35. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  36. val estimateK: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Definition Classes
    Params

  38. def explainParams(): String

    Permalink
    Definition Classes
    Params

  39. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  40. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  42. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  43. def finalize(): Unit

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

  44. def fit(dataset: Dataset[_]): H2OKMeansMOJOModel

    Permalink
    Definition Classes
    H2OKMeans → H2OUnsupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

  45. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  46. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  47. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  49. val foldAssignment: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  50. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Definition Classes
    Params

  52. def getBinaryModel(): H2OBinaryModel

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  53. def getCategoricalEncoding(): String

    Permalink
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Definition Classes
    AnyRef → Any

  55. def getClusterSizeConstraints(): Array[Int]

    Permalink
    Definition Classes
    H2OKMeansParams

  56. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  57. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  58. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  59. def getDataFrameSerializer(): String

    Permalink
    Definition Classes
    HasDataFrameSerializer

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

    Permalink
    Definition Classes
    Params

  61. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  62. def getEstimateK(): Boolean

    Permalink
    Definition Classes
    H2OKMeansParams

  63. def getExportCheckpointsDir(): String

    Permalink
    Definition Classes
    H2OKMeansParams

  64. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  65. def getFoldAssignment(): String

    Permalink
    Definition Classes
    H2OKMeansParams

  66. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OKMeansParams

  67. def getIgnoreConstCols(): Boolean

    Permalink
    Definition Classes
    H2OKMeansParams

  68. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  69. def getInit(): String

    Permalink
    Definition Classes
    H2OKMeansParams

  70. def getK(): Int

    Permalink
    Definition Classes
    H2OKMeansParams

  71. def getKeepBinaryModels(): Boolean

    Permalink
    Definition Classes
    H2OCommonParams

  72. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2OKMeansParams

  73. def getKeepCrossValidationModels(): Boolean

    Permalink
    Definition Classes
    H2OKMeansParams

  74. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2OKMeansParams

  75. def getMaxIterations(): Int

    Permalink
    Definition Classes
    H2OKMeansParams

  76. def getMaxRuntimeSecs(): Double

    Permalink
    Definition Classes
    H2OKMeansParams

  77. def getModelId(): String

    Permalink
    Definition Classes
    H2OKMeansParams

  78. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  81. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  82. def getScoreEachIteration(): Boolean

    Permalink
    Definition Classes
    H2OKMeansParams

  83. def getSeed(): Long

    Permalink
    Definition Classes
    H2OKMeansParams

  84. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  85. def getStandardize(): Boolean

    Permalink
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Definition Classes
    HasUserPoints

  87. def getValidationDataFrame(): DataFrame

    Permalink
    Definition Classes
    H2OCommonParams

  88. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  89. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  90. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

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

    Permalink
    Definition Classes
    Params

  92. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  93. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  94. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  95. val init: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  97. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  103. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  104. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  106. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  107. val k: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  108. final val keepBinaryModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  109. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  110. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  111. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  112. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  119. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  125. val maxIterations: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  126. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  127. val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Definition Classes
    AnyRef

  129. val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  130. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  131. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  132. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  142. def paramTag: ClassTag[KMeansParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  143. var parameters: KMeansParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OEstimator

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

    Permalink
    Definition Classes
    Params

  145. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  146. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

    Permalink
    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

    Permalink
    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

    Permalink
    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

    Permalink
    Definition Classes
    RestCommunication

  150. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  151. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  152. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  153. val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

  154. final def set(paramPair: ParamPair[_]): H2OKMeans.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  155. final def set(param: String, value: Any): H2OKMeans.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  156. final def set[T](param: Param[T], value: T): H2OKMeans.this.type

    Permalink
    Definition Classes
    Params

  157. def setCategoricalEncoding(value: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  158. def setClusterSizeConstraints(value: Array[Int]): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  159. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  160. def setColumnsToCategorical(columns: Array[String]): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  161. def setColumnsToCategorical(first: String, others: String*): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  162. def setConvertInvalidNumbersToNa(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  163. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  164. def setDataFrameSerializer(fullClassName: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  165. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeans.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  166. final def setDefault[T](param: Param[T], value: T): H2OKMeans.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  167. def setDetailedPredictionCol(columnName: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  168. def setEstimateK(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  169. def setExportCheckpointsDir(value: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  170. def setFeaturesCol(first: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  171. def setFeaturesCols(columnNames: ArrayList[String]): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  172. def setFeaturesCols(columnNames: Array[String]): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  173. def setFeaturesCols(first: String, others: String*): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  174. def setFoldAssignment(value: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  175. def setFoldCol(value: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  176. def setIgnoreConstCols(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  177. def setIgnoredCols(value: Array[String]): H2OKMeans.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  178. def setInit(value: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  179. def setK(value: Int): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  180. def setKeepBinaryModels(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  181. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  182. def setKeepCrossValidationModels(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  183. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  184. def setMaxIterations(value: Int): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  185. def setMaxRuntimeSecs(value: Double): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  186. def setModelId(value: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  187. def setNfolds(value: Int): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  188. def setPredictionCol(columnName: String): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  189. def setScoreEachIteration(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  190. def setSeed(value: Long): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  191. def setSplitRatio(ratio: Double): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  192. def setStandardize(value: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OKMeansParams

  193. def setUserPoints(value: Array[Array[Double]]): H2OKMeans.this.type

    Permalink
    Definition Classes
    HasUserPoints

  194. def setValidationDataFrame(dataFrame: DataFrame): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  195. def setWithContributions(enabled: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  196. def setWithLeafNodeAssignments(enabled: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  197. def setWithStageResults(enabled: Boolean): H2OKMeans.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  198. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  199. val standardize: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OKMeansParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  202. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  207. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  209. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  211. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  212. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  213. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  214. val uid: String

    Permalink
    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

    Permalink
    Definition Classes
    RestCommunication

  216. final val validationDataFrame: NonSerializableNullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  217. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  220. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  221. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  222. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  223. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

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