Trait

ai.h2o.sparkling.ml.params

H2OPCAParams

Related Doc: package params

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trait H2OPCAParams extends H2OAlgoParamsBase with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OPCA
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Inherited
  1. H2OPCAParams
  2. HasIgnoredCols
  3. H2OAlgoParamsBase
  4. H2OFrameLifecycle
  5. ParameterConstructorMethods
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
  11. Any
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Visibility
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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  7. final def clear(param: Param[_]): H2OPCAParams.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. val computeMetrics: BooleanParam

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  11. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  17. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  19. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  21. def explainParams(): String

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    Definition Classes
    Params

  22. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected

  23. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  25. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  29. def getComputeMetrics(): Boolean

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

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    Definition Classes
    Params

  31. def getExportCheckpointsDir(): String

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  32. def getIgnoreConstCols(): Boolean

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  33. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  34. def getImputeMissing(): Boolean

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  35. def getK(): Int

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  36. def getMaxIterations(): Int

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  37. def getMaxRuntimeSecs(): Double

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  38. def getModelId(): String

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  41. def getPcaImpl(): String

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  42. def getPcaMethod(): String

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  43. def getScoreEachIteration(): Boolean

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  44. def getSeed(): Long

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  45. def getTransform(): String

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  46. def getUseAllFactorLevels(): Boolean

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

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    Definition Classes
    Params

  48. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  49. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  50. val ignoreConstCols: BooleanParam

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    Attributes
    protected

  51. val imputeMissing: BooleanParam

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  55. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  57. val k: IntParam

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  59. val maxIterations: IntParam

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    Attributes
    protected

  60. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  61. val modelId: NullableStringParam

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    Attributes
    protected

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

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    Definition Classes
    AnyRef

  63. final def notify(): Unit

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    Definition Classes
    AnyRef

  64. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  74. def paramTag: ClassTag[PCAParameters]

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    Attributes
    protected

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

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    Definition Classes
    Params

  76. val pcaImpl: Param[String]

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    Attributes
    protected

  77. val pcaMethod: Param[String]

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    Attributes
    protected

  78. val scoreEachIteration: BooleanParam

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    Attributes
    protected

  79. val seed: LongParam

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    Attributes
    protected

  80. final def set(paramPair: ParamPair[_]): H2OPCAParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  81. final def set(param: String, value: Any): H2OPCAParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  82. final def set[T](param: Param[T], value: T): H2OPCAParams.this.type

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    Definition Classes
    Params

  83. def setComputeMetrics(value: Boolean): H2OPCAParams.this.type

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  84. final def setDefault(paramPairs: ParamPair[_]*): H2OPCAParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  85. final def setDefault[T](param: Param[T], value: T): H2OPCAParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  86. def setExportCheckpointsDir(value: String): H2OPCAParams.this.type

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  87. def setIgnoreConstCols(value: Boolean): H2OPCAParams.this.type

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  88. def setIgnoredCols(value: Array[String]): H2OPCAParams.this.type

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    Definition Classes
    HasIgnoredCols

  89. def setImputeMissing(value: Boolean): H2OPCAParams.this.type

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  90. def setK(value: Int): H2OPCAParams.this.type

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  91. def setMaxIterations(value: Int): H2OPCAParams.this.type

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  92. def setMaxRuntimeSecs(value: Double): H2OPCAParams.this.type

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  93. def setModelId(value: String): H2OPCAParams.this.type

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  94. def setPcaImpl(value: String): H2OPCAParams.this.type

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  95. def setPcaMethod(value: String): H2OPCAParams.this.type

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  96. def setScoreEachIteration(value: Boolean): H2OPCAParams.this.type

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  97. def setSeed(value: Long): H2OPCAParams.this.type

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  98. def setTransform(value: String): H2OPCAParams.this.type

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  99. def setUseAllFactorLevels(value: Boolean): H2OPCAParams.this.type

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  103. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  104. val transform: Param[String]

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    Attributes
    protected

  105. val useAllFactorLevels: BooleanParam

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    Attributes
    protected

  106. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from HasIgnoredCols

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