t

ai.h2o.sparkling.ml.params

H2OKMeansParams

trait H2OKMeansParams extends H2OAlgoParamsBase with HasUserPoints with HasIgnoredCols with DeprecatedWeightCol

Linear Supertypes
DeprecatedWeightCol, Logging, Logging, HasIgnoredCols, HasUserPoints, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OKMeans
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  2. By Inheritance
Inherited
  1. H2OKMeansParams
  2. DeprecatedWeightCol
  3. Logging
  4. Logging
  5. HasIgnoredCols
  6. HasUserPoints
  7. H2OAlgoParamsBase
  8. H2OFrameLifecycle
  9. ParameterConstructorMethods
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

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

Inherited from DeprecatedWeightCol

Inherited from Logging

Inherited from Logging

Inherited from HasIgnoredCols

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