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
  2. All

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
    protected
    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
    AnyRef → Any

  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
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  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 getMaxNumRules(): Int

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  37. def getMaxRuleLength(): Int

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  38. def getMinRuleLength(): Int

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  39. def getModelId(): String

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  40. def getModelType(): String

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  41. def getOffsetCol(): String

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    Definition Classes
    HasUnsupportedOffsetCol

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  44. def getRuleGenerationNtrees(): Int

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  45. def getSeed(): Long

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  46. def getWeightCol(): String

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  53. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  55. val labelCol: Param[String]

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  57. val maxNumRules: IntParam

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    Attributes
    protected

  58. val maxRuleLength: IntParam

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    Attributes
    protected

  59. val minRuleLength: IntParam

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    Attributes
    protected

  60. val modelId: NullableStringParam

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    Attributes
    protected

  61. val modelType: Param[String]

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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
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    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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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

  74. def paramTag: ClassTag[RuleFitParameters]

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    Attributes
    protected

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

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    Definition Classes
    Params

  76. val ruleGenerationNtrees: IntParam

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    Attributes
    protected

  77. val seed: LongParam

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Params

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

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    Definition Classes
    Params

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

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

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

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    Attributes
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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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

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    Definition Classes
    HasIgnoredCols

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

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

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

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

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

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

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

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    Definition Classes
    HasUnsupportedOffsetCol

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

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  100. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  101. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

  104. 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