t

ai.h2o.sparkling.ml.params

H2OPCAParams

trait H2OPCAParams extends H2OAlgoParamsBase with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OPCA
Ordering
  1. Alphabetic
  2. By Inheritance
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
  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. final def clear(param: Param[_]): H2OPCAParams.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. val computeMetrics: BooleanParam
    Attributes
    protected
  10. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  11. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  12. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  17. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  20. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  21. def explainParams(): String
    Definition Classes
    Params
  22. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  23. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  24. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  25. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  26. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  27. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  29. def getComputeMetrics(): Boolean
  30. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  31. def getExportCheckpointsDir(): String
  32. def getIgnoreConstCols(): Boolean
  33. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  34. def getImputeMissing(): Boolean
  35. def getK(): Int
  36. def getMaxIterations(): Int
  37. def getMaxRuntimeSecs(): Double
  38. def getModelId(): String
  39. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  40. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  41. def getPcaImpl(): String
  42. def getPcaMethod(): String
  43. def getScoreEachIteration(): Boolean
  44. def getSeed(): Long
  45. def getTransform(): String
  46. def getUseAllFactorLevels(): Boolean
  47. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  48. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  49. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  50. val ignoreConstCols: BooleanParam
    Attributes
    protected
  51. val imputeMissing: BooleanParam
    Attributes
    protected
  52. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  53. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  54. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  55. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  56. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  57. val k: IntParam
    Attributes
    protected
  58. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  59. val maxIterations: IntParam
    Attributes
    protected
  60. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  61. val modelId: NullableStringParam
    Attributes
    protected
  62. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  63. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  64. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  65. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  66. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  67. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  68. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  69. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  70. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  71. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  72. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  73. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  74. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  75. def paramTag: ClassTag[PCAParameters]
    Attributes
    protected
  76. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  77. val pcaImpl: Param[String]
    Attributes
    protected
  78. val pcaMethod: Param[String]
    Attributes
    protected
  79. val scoreEachIteration: BooleanParam
    Attributes
    protected
  80. val seed: LongParam
    Attributes
    protected
  81. final def set(paramPair: ParamPair[_]): H2OPCAParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  82. final def set(param: String, value: Any): H2OPCAParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  83. final def set[T](param: Param[T], value: T): H2OPCAParams.this.type
    Definition Classes
    Params
  84. def setComputeMetrics(value: Boolean): H2OPCAParams.this.type
  85. final def setDefault(paramPairs: ParamPair[_]*): H2OPCAParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  86. final def setDefault[T](param: Param[T], value: T): H2OPCAParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  87. def setExportCheckpointsDir(value: String): H2OPCAParams.this.type
  88. def setIgnoreConstCols(value: Boolean): H2OPCAParams.this.type
  89. def setIgnoredCols(value: Array[String]): H2OPCAParams.this.type
    Definition Classes
    HasIgnoredCols
  90. def setImputeMissing(value: Boolean): H2OPCAParams.this.type
  91. def setK(value: Int): H2OPCAParams.this.type
  92. def setMaxIterations(value: Int): H2OPCAParams.this.type
  93. def setMaxRuntimeSecs(value: Double): H2OPCAParams.this.type
  94. def setModelId(value: String): H2OPCAParams.this.type
  95. def setPcaImpl(value: String): H2OPCAParams.this.type
  96. def setPcaMethod(value: String): H2OPCAParams.this.type
  97. def setScoreEachIteration(value: Boolean): H2OPCAParams.this.type
  98. def setSeed(value: Long): H2OPCAParams.this.type
  99. def setTransform(value: String): H2OPCAParams.this.type
  100. def setUseAllFactorLevels(value: Boolean): H2OPCAParams.this.type
  101. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  102. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  103. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  104. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  105. val transform: Param[String]
    Attributes
    protected
  106. val useAllFactorLevels: BooleanParam
    Attributes
    protected
  107. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  108. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  109. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

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