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. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. final def clear(param: Param[_]): H2ORuleFitParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  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. val distribution: Param[String]
    Attributes
    protected
  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  18. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  19. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  21. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  22. def explainParams(): String
    Definition Classes
    Params
  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. def getAlgorithm(): String
  29. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  30. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  31. def getDistribution(): String
  32. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  33. def getLabelCol(): String
  34. def getMaxNumRules(): Int
  35. def getMaxRuleLength(): Int
  36. def getMinRuleLength(): Int
  37. def getModelId(): String
  38. def getModelType(): String
  39. def getOffsetCol(): String
    Definition Classes
    HasUnsupportedOffsetCol
  40. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  41. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  42. def getRuleGenerationNtrees(): Int
  43. def getSeed(): Long
  44. def getWeightCol(): String
  45. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  46. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  47. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  49. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  50. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  51. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  52. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  53. val labelCol: Param[String]
    Attributes
    protected
  54. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  55. val maxNumRules: IntParam
    Attributes
    protected
  56. val maxRuleLength: IntParam
    Attributes
    protected
  57. val minRuleLength: IntParam
    Attributes
    protected
  58. val modelId: NullableStringParam
    Attributes
    protected
  59. val modelType: Param[String]
    Attributes
    protected
  60. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  61. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  62. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  63. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  64. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  65. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  66. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  67. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  68. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  69. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  70. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  71. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  72. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  73. def paramTag: ClassTag[RuleFitParameters]
    Attributes
    protected
  74. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  75. val ruleGenerationNtrees: IntParam
    Attributes
    protected
  76. val seed: LongParam
    Attributes
    protected
  77. final def set(paramPair: ParamPair[_]): H2ORuleFitParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  78. final def set(param: String, value: Any): H2ORuleFitParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  79. final def set[T](param: Param[T], value: T): H2ORuleFitParams.this.type
    Definition Classes
    Params
  80. def setAlgorithm(value: String): H2ORuleFitParams.this.type
  81. final def setDefault(paramPairs: ParamPair[_]*): H2ORuleFitParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  82. final def setDefault[T](param: Param[T], value: T): H2ORuleFitParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  83. def setDistribution(value: String): H2ORuleFitParams.this.type
  84. def setIgnoredCols(value: Array[String]): H2ORuleFitParams.this.type
    Definition Classes
    HasIgnoredCols
  85. def setLabelCol(value: String): H2ORuleFitParams.this.type
  86. def setMaxNumRules(value: Int): H2ORuleFitParams.this.type
  87. def setMaxRuleLength(value: Int): H2ORuleFitParams.this.type
  88. def setMinRuleLength(value: Int): H2ORuleFitParams.this.type
  89. def setModelId(value: String): H2ORuleFitParams.this.type
  90. def setModelType(value: String): H2ORuleFitParams.this.type
  91. def setOffsetCol(value: String): H2ORuleFitParams.this.type
    Definition Classes
    HasUnsupportedOffsetCol
  92. def setRuleGenerationNtrees(value: Int): H2ORuleFitParams.this.type
  93. def setSeed(value: Long): H2ORuleFitParams.this.type
  94. def setWeightCol(value: String): H2ORuleFitParams.this.type
  95. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  96. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  97. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  98. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  99. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  100. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  101. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  102. 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