t

ai.h2o.sparkling.ml.params

H2ORuleFitParams

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
  1. Alphabetic
  2. By Inheritance
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
    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. val algorithm: Param[String]
    Attributes
    protected
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. val aucType: Param[String]
    Attributes
    protected
  8. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  9. final def clear(param: Param[_]): H2ORuleFitParams.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  12. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. val distribution: Param[String]
    Attributes
    protected
  18. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  20. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  27. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  28. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. def getAlgorithm(): String
  30. def getAucType(): String
  31. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  32. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  33. def getDistribution(): String
  34. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  35. def getLabelCol(): String
  36. def getLambdaValue(): Array[Double]
  37. def getMaxCategoricalLevels(): Int
  38. def getMaxNumRules(): Int
  39. def getMaxRuleLength(): Int
  40. def getMinRuleLength(): Int
  41. def getModelId(): String
  42. def getModelType(): String
  43. def getOffsetCol(): String
    Definition Classes
    HasUnsupportedOffsetCol
  44. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  45. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  46. def getRemoveDuplicates(): Boolean
  47. def getRuleGenerationNtrees(): Int
  48. def getSeed(): Long
  49. def getWeightCol(): String
  50. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  51. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  52. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  53. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  54. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  55. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  56. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  57. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  58. val labelCol: Param[String]
    Attributes
    protected
  59. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
  60. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  61. val maxCategoricalLevels: IntParam
    Attributes
    protected
  62. val maxNumRules: IntParam
    Attributes
    protected
  63. val maxRuleLength: IntParam
    Attributes
    protected
  64. val minRuleLength: IntParam
    Attributes
    protected
  65. val modelId: NullableStringParam
    Attributes
    protected
  66. val modelType: Param[String]
    Attributes
    protected
  67. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  68. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  69. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  70. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  71. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  72. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  73. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  74. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  75. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  76. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  77. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  78. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  79. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  80. def paramTag: ClassTag[RuleFitParameters]
    Attributes
    protected
  81. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  82. val removeDuplicates: BooleanParam
    Attributes
    protected
  83. val ruleGenerationNtrees: IntParam
    Attributes
    protected
  84. val seed: LongParam
    Attributes
    protected
  85. final def set(paramPair: ParamPair[_]): H2ORuleFitParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  86. final def set(param: String, value: Any): H2ORuleFitParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  87. final def set[T](param: Param[T], value: T): H2ORuleFitParams.this.type
    Definition Classes
    Params
  88. def setAlgorithm(value: String): H2ORuleFitParams.this.type
  89. def setAucType(value: String): H2ORuleFitParams.this.type
  90. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFitParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  91. final def setDefault[T](param: Param[T], value: T): H2ORuleFitParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  92. def setDistribution(value: String): H2ORuleFitParams.this.type
  93. def setIgnoredCols(value: Array[String]): H2ORuleFitParams.this.type
    Definition Classes
    HasIgnoredCols
  94. def setLabelCol(value: String): H2ORuleFitParams.this.type
  95. def setLambdaValue(value: Array[Double]): H2ORuleFitParams.this.type
  96. def setMaxCategoricalLevels(value: Int): H2ORuleFitParams.this.type
  97. def setMaxNumRules(value: Int): H2ORuleFitParams.this.type
  98. def setMaxRuleLength(value: Int): H2ORuleFitParams.this.type
  99. def setMinRuleLength(value: Int): H2ORuleFitParams.this.type
  100. def setModelId(value: String): H2ORuleFitParams.this.type
  101. def setModelType(value: String): H2ORuleFitParams.this.type
  102. def setOffsetCol(value: String): H2ORuleFitParams.this.type
    Definition Classes
    HasUnsupportedOffsetCol
  103. def setRemoveDuplicates(value: Boolean): H2ORuleFitParams.this.type
  104. def setRuleGenerationNtrees(value: Int): H2ORuleFitParams.this.type
  105. def setSeed(value: Long): H2ORuleFitParams.this.type
  106. def setWeightCol(value: String): H2ORuleFitParams.this.type
  107. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  108. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  109. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  110. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  111. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  112. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  113. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  114. val weightCol: NullableStringParam
    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