Trait

ai.h2o.sparkling.ml.params

H2ORuleFitParams

Related Doc: package params

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trait H2ORuleFitParams extends H2OAlgoParamsBase with HasUnsupportedOffsetCol with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, HasUnsupportedOffsetCol, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ORuleFit, H2ORuleFitClassifier, H2ORuleFitRegressor
Ordering
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Inherited
  1. H2ORuleFitParams
  2. HasIgnoredCols
  3. HasUnsupportedOffsetCol
  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
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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. val algorithm: Param[String]

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    Attributes
    protected

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. val aucType: Param[String]

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  9. final def clear(param: Param[_]): H2ORuleFitParams.this.type

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    Definition Classes
    Params

  10. def clone(): AnyRef

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  12. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  17. val distribution: Param[String]

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  21. def equals(arg0: Any): Boolean

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    Definition Classes
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  22. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  23. def explainParams(): String

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    Definition Classes
    Params

  24. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  26. def finalize(): Unit

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  29. def getAlgorithm(): String

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  30. def getAucType(): String

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  33. def getDistribution(): String

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  34. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  35. def getLabelCol(): String

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  36. def getLambdaValue(): Array[Double]

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  37. def getMaxCategoricalLevels(): Int

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  38. def getMaxNumRules(): Int

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  39. def getMaxRuleLength(): Int

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  40. def getMinRuleLength(): Int

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  41. def getModelId(): String

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  42. def getModelType(): String

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  43. def getOffsetCol(): String

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    Definition Classes
    HasUnsupportedOffsetCol

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  46. def getRemoveDuplicates(): Boolean

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  47. def getRuleGenerationNtrees(): Int

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  48. def getSeed(): Long

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  49. def getWeightCol(): String

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

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    Definition Classes
    Params

  51. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  52. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  56. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  58. val labelCol: Param[String]

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    Attributes
    protected

  59. val lambdaValue: NullableDoubleArrayParam

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    Attributes
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  60. def longParam(name: String, doc: String): LongParam

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    Attributes
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    ParameterConstructorMethods

  61. val maxCategoricalLevels: IntParam

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    Attributes
    protected

  62. val maxNumRules: IntParam

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    Attributes
    protected

  63. val maxRuleLength: IntParam

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    Attributes
    protected

  64. val minRuleLength: IntParam

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    protected

  65. val modelId: NullableStringParam

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  66. val modelType: Param[String]

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

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    Definition Classes
    AnyRef

  68. final def notify(): Unit

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    Definition Classes
    AnyRef

  69. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  70. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

  80. def paramTag: ClassTag[RuleFitParameters]

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    Attributes
    protected

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

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    Definition Classes
    Params

  82. val removeDuplicates: BooleanParam

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    Attributes
    protected

  83. val ruleGenerationNtrees: IntParam

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    Attributes
    protected

  84. val seed: LongParam

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    Attributes
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  85. final def set(paramPair: ParamPair[_]): H2ORuleFitParams.this.type

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    Params

  86. final def set(param: String, value: Any): H2ORuleFitParams.this.type

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    Attributes
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    Params

  87. final def set[T](param: Param[T], value: T): H2ORuleFitParams.this.type

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    Definition Classes
    Params

  88. def setAlgorithm(value: String): H2ORuleFitParams.this.type

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  89. def setAucType(value: String): H2ORuleFitParams.this.type

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  90. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFitParams.this.type

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    Attributes
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    Params

  91. final def setDefault[T](param: Param[T], value: T): H2ORuleFitParams.this.type

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    Attributes
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    Params

  92. def setDistribution(value: String): H2ORuleFitParams.this.type

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  93. def setIgnoredCols(value: Array[String]): H2ORuleFitParams.this.type

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    Definition Classes
    HasIgnoredCols

  94. def setLabelCol(value: String): H2ORuleFitParams.this.type

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  95. def setLambdaValue(value: Array[Double]): H2ORuleFitParams.this.type

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  96. def setMaxCategoricalLevels(value: Int): H2ORuleFitParams.this.type

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  97. def setMaxNumRules(value: Int): H2ORuleFitParams.this.type

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  98. def setMaxRuleLength(value: Int): H2ORuleFitParams.this.type

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  99. def setMinRuleLength(value: Int): H2ORuleFitParams.this.type

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  100. def setModelId(value: String): H2ORuleFitParams.this.type

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  101. def setModelType(value: String): H2ORuleFitParams.this.type

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  102. def setOffsetCol(value: String): H2ORuleFitParams.this.type

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    Definition Classes
    HasUnsupportedOffsetCol

  103. def setRemoveDuplicates(value: Boolean): H2ORuleFitParams.this.type

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  104. def setRuleGenerationNtrees(value: Int): H2ORuleFitParams.this.type

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  105. def setSeed(value: Long): H2ORuleFitParams.this.type

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  106. def setWeightCol(value: String): H2ORuleFitParams.this.type

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  110. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  111. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  114. val weightCol: NullableStringParam

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    Attributes
    protected

Inherited from HasIgnoredCols

Inherited from HasUnsupportedOffsetCol

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