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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  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. val distribution: Param[String]

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  20. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  22. def explainParams(): String

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    Definition Classes
    Params

  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. def getAlgorithm(): String

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  31. def getDistribution(): String

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  32. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  33. def getLabelCol(): String

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  34. def getMaxNumRules(): Int

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  35. def getMaxRuleLength(): Int

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  36. def getMinRuleLength(): Int

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  37. def getModelId(): String

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  38. def getModelType(): String

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  39. def getOffsetCol(): String

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    Definition Classes
    HasUnsupportedOffsetCol

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  42. def getRuleGenerationNtrees(): Int

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  43. def getSeed(): Long

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  44. def getWeightCol(): String

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

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    Definition Classes
    Params

  46. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  47. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  51. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  53. val labelCol: Param[String]

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    Attributes
    protected

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

  55. val maxNumRules: IntParam

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    Attributes
    protected

  56. val maxRuleLength: IntParam

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    Attributes
    protected

  57. val minRuleLength: IntParam

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    Attributes
    protected

  58. val modelId: NullableStringParam

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    Attributes
    protected

  59. val modelType: Param[String]

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    Attributes
    protected

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

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    Definition Classes
    AnyRef

  61. final def notify(): Unit

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    Definition Classes
    AnyRef

  62. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  63. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

  73. def paramTag: ClassTag[RuleFitParameters]

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    Attributes
    protected

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

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    Definition Classes
    Params

  75. val ruleGenerationNtrees: IntParam

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    Attributes
    protected

  76. val seed: LongParam

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    Attributes
    protected

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

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    Attributes
    protected
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    Params

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

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    protected
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    Params

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

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    Definition Classes
    Params

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

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

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    Attributes
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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

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    Definition Classes
    HasIgnoredCols

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

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

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

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

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

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

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

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    Definition Classes
    HasUnsupportedOffsetCol

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

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    AnyRef

  98. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  99. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Annotations
    @throws( ... )

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

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    Definition Classes
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    @throws( ... )

  102. 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