t

ai.h2o.sparkling.ml.params

H2OKMeansParams

trait H2OKMeansParams extends H2OAlgoParamsBase with HasUserPoints with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, HasUserPoints, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OKMeans
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OKMeansParams
  2. HasIgnoredCols
  3. HasUserPoints
  4. H2OAlgoParamsBase
  5. H2OFrameLifecycle
  6. ParameterConstructorMethods
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. 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. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  58. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  59. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  60. val ignoreConstCols: BooleanParam
    Attributes
    protected
  61. val init: Param[String]
    Attributes
    protected
  62. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  63. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  64. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  65. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  66. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  67. val k: IntParam
    Attributes
    protected
  68. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  69. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  70. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  71. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  72. val maxIterations: IntParam
    Attributes
    protected
  73. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  74. val modelId: NullableStringParam
    Attributes
    protected
  75. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  76. val nfolds: IntParam
    Attributes
    protected
  77. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  78. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  79. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  80. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  81. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  82. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  83. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  84. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  85. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  86. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  87. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  88. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  89. def paramTag: ClassTag[KMeansParameters]
    Attributes
    protected
  90. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  91. val scoreEachIteration: BooleanParam
    Attributes
    protected
  92. val seed: LongParam
    Attributes
    protected
  93. final def set(paramPair: ParamPair[_]): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  94. final def set(param: String, value: Any): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  95. final def set[T](param: Param[T], value: T): H2OKMeansParams.this.type
    Definition Classes
    Params
  96. def setCategoricalEncoding(value: String): H2OKMeansParams.this.type
  97. def setClusterSizeConstraints(value: Array[Int]): H2OKMeansParams.this.type
  98. final def setDefault(paramPairs: ParamPair[_]*): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  99. final def setDefault[T](param: Param[T], value: T): H2OKMeansParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  100. def setEstimateK(value: Boolean): H2OKMeansParams.this.type
  101. def setExportCheckpointsDir(value: String): H2OKMeansParams.this.type
  102. def setFoldAssignment(value: String): H2OKMeansParams.this.type
  103. def setFoldCol(value: String): H2OKMeansParams.this.type
  104. def setIgnoreConstCols(value: Boolean): H2OKMeansParams.this.type
  105. def setIgnoredCols(value: Array[String]): H2OKMeansParams.this.type
    Definition Classes
    HasIgnoredCols
  106. def setInit(value: String): H2OKMeansParams.this.type
  107. def setK(value: Int): H2OKMeansParams.this.type
  108. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OKMeansParams.this.type
  109. def setKeepCrossValidationModels(value: Boolean): H2OKMeansParams.this.type
  110. def setKeepCrossValidationPredictions(value: Boolean): H2OKMeansParams.this.type
  111. def setMaxIterations(value: Int): H2OKMeansParams.this.type
  112. def setMaxRuntimeSecs(value: Double): H2OKMeansParams.this.type
  113. def setModelId(value: String): H2OKMeansParams.this.type
  114. def setNfolds(value: Int): H2OKMeansParams.this.type
  115. def setScoreEachIteration(value: Boolean): H2OKMeansParams.this.type
  116. def setSeed(value: Long): H2OKMeansParams.this.type
  117. def setStandardize(value: Boolean): H2OKMeansParams.this.type
  118. def setUserPoints(value: Array[Array[Double]]): H2OKMeansParams.this.type
    Definition Classes
    HasUserPoints
  119. val standardize: BooleanParam
    Attributes
    protected
  120. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  121. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  122. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  123. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  124. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  125. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  126. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

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