t

ai.h2o.sparkling.ml.params

H2OKMeansParams

trait H2OKMeansParams extends H2OAlgoParamsBase with HasUserPoints with HasIgnoredCols with DeprecatedWeightCol

Linear Supertypes
DeprecatedWeightCol, HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, HasUserPoints, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OKMeans
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Inherited
  1. H2OKMeansParams
  2. DeprecatedWeightCol
  3. HasIgnoredCols
  4. H2OAlgoCommonUtils
  5. EstimatorCommonUtils
  6. RestCommunication
  7. RestEncodingUtils
  8. Logging
  9. Logging
  10. HasUserPoints
  11. H2OAlgoParamsBase
  12. H2OFrameLifecycle
  13. ParameterConstructorMethods
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete 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
  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  10. final def clear(param: Param[_]): H2OKMeansParams.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. val clusterSizeConstraints: NullableIntArrayParam
    Attributes
    protected
  13. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  16. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  17. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  18. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  19. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  20. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  21. 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
  22. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  23. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  24. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  25. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  26. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  27. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  28. val estimateK: BooleanParam
    Attributes
    protected
  29. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  30. def explainParams(): String
    Definition Classes
    Params
  31. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  32. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  33. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  34. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  35. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  36. val foldAssignment: Param[String]
    Attributes
    protected
  37. val foldCol: NullableStringParam
    Attributes
    protected
  38. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  39. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  40. def getCategoricalEncoding(): String
  41. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  42. def getClusterSizeConstraints(): Array[Int]
  43. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  44. def getEstimateK(): Boolean
  45. def getExportCheckpointsDir(): String
  46. def getFoldAssignment(): String
  47. def getFoldCol(): String
  48. def getIgnoreConstCols(): Boolean
  49. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  50. def getInit(): String
  51. def getK(): Int
  52. def getKeepCrossValidationFoldAssignment(): Boolean
  53. def getKeepCrossValidationModels(): Boolean
  54. def getKeepCrossValidationPredictions(): Boolean
  55. def getMaxIterations(): Int
  56. def getMaxRuntimeSecs(): Double
  57. def getModelId(): String
  58. def getNfolds(): Int
  59. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  60. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  61. def getScoreEachIteration(): Boolean
  62. def getSeed(): Long
  63. def getStandardize(): Boolean
  64. def getUserPoints(): Array[Array[Double]]
    Definition Classes
    HasUserPoints
  65. def getWeightCol(): String
    Definition Classes
    DeprecatedWeightCol
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  66. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  67. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  68. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  69. val ignoreConstCols: BooleanParam
    Attributes
    protected
  70. val init: Param[String]
    Attributes
    protected
  71. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  72. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  74. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  75. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  76. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  77. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  78. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  79. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  80. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  81. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  82. val k: IntParam
    Attributes
    protected
  83. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  84. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  85. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  86. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  87. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  93. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  94. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  95. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  96. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  99. val maxIterations: IntParam
    Attributes
    protected
  100. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  101. val modelId: NullableStringParam
    Attributes
    protected
  102. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  103. val nfolds: IntParam
    Attributes
    protected
  104. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  105. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  106. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  107. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  108. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  109. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  110. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  111. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  112. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  113. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  114. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  115. def paramTag: ClassTag[KMeansParameters]
    Attributes
    protected
  116. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  117. 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
  118. 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
  119. 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
  120. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  121. val scoreEachIteration: BooleanParam
    Attributes
    protected
  122. val seed: LongParam
    Attributes
    protected
  123. final def set(paramPair: ParamPair[_]): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  124. final def set(param: String, value: Any): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  125. final def set[T](param: Param[T], value: T): H2OKMeansParams.this.type
    Definition Classes
    Params
  126. def setCategoricalEncoding(value: String): H2OKMeansParams.this.type
  127. def setClusterSizeConstraints(value: Array[Int]): H2OKMeansParams.this.type
  128. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  129. final def setDefault[T](param: Param[T], value: T): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  130. def setEstimateK(value: Boolean): H2OKMeansParams.this.type
  131. def setExportCheckpointsDir(value: String): H2OKMeansParams.this.type
  132. def setFoldAssignment(value: String): H2OKMeansParams.this.type
  133. def setFoldCol(value: String): H2OKMeansParams.this.type
  134. def setIgnoreConstCols(value: Boolean): H2OKMeansParams.this.type
  135. def setIgnoredCols(value: Array[String]): H2OKMeansParams.this.type
    Definition Classes
    HasIgnoredCols
  136. def setInit(value: String): H2OKMeansParams.this.type
  137. def setK(value: Int): H2OKMeansParams.this.type
  138. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeansParams.this.type
  139. def setKeepCrossValidationModels(value: Boolean): H2OKMeansParams.this.type
  140. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeansParams.this.type
  141. def setMaxIterations(value: Int): H2OKMeansParams.this.type
  142. def setMaxRuntimeSecs(value: Double): H2OKMeansParams.this.type
  143. def setModelId(value: String): H2OKMeansParams.this.type
  144. def setNfolds(value: Int): H2OKMeansParams.this.type
  145. def setScoreEachIteration(value: Boolean): H2OKMeansParams.this.type
  146. def setSeed(value: Long): H2OKMeansParams.this.type
  147. def setStandardize(value: Boolean): H2OKMeansParams.this.type
  148. def setUserPoints(value: Array[Array[Double]]): H2OKMeansParams.this.type
    Definition Classes
    HasUserPoints
  149. def setWeightCol(value: String): H2OKMeansParams.this.type
    Definition Classes
    DeprecatedWeightCol
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  150. val standardize: BooleanParam
    Attributes
    protected
  151. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  152. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  153. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  154. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  155. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  156. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  157. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  158. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  159. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  160. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  161. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  162. 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
  163. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  164. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  165. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  166. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from DeprecatedWeightCol

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

Inherited from HasUserPoints

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped