Trait

xyz.florentforest.spark.ml.som

SOMParams

Related Doc: package som

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trait SOMParams extends Params with HasMaxIter with HasFeaturesCol with HasSeed with HasPredictionCol with HasTol

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HasTol, HasPredictionCol, HasSeed, HasFeaturesCol, HasMaxIter, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. SOMParams
  2. HasTol
  3. HasPredictionCol
  4. HasSeed
  5. HasFeaturesCol
  6. HasMaxIter
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. final def clear(param: Param[_]): SOMParams.this.type

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    Definition Classes
    Params
  7. def clone(): AnyRef

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    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T

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    protected
    Definition Classes
    Params
  10. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  12. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  13. def explainParams(): String

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    Definition Classes
    Params
  14. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  15. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  16. final val featuresCol: Param[String]

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    Param for features column name.

    Param for features column name.

    Definition Classes
    HasFeaturesCol
  17. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  19. final def getClass(): Class[_]

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    Definition Classes
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  20. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  21. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol
  22. def getHeight: Int

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  23. final def getMaxIter: Int

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    Definition Classes
    HasMaxIter
  24. def getNeighborhoodKernel: String

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

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    Definition Classes
    Params
  26. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  27. final def getPredictionCol: String

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    Definition Classes
    HasPredictionCol
  28. final def getSeed: Long

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    Definition Classes
    HasSeed
  29. def getTMax: Double

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  30. def getTMin: Double

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  31. def getTemperatureDecay: String

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  32. final def getTol: Double

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    Definition Classes
    HasTol
  33. def getTopology: String

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  34. def getWidth: Int

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

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    Definition Classes
    Params
  36. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  37. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  38. final val height: IntParam

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    The height of the map to create (height).

    The height of the map to create (height). Must be > 1. Default: 10.

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

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    Definition Classes
    Params
  40. final def isInstanceOf[T0]: Boolean

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

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    Definition Classes
    Params
  42. final val maxIter: IntParam

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    Param for maximum number of iterations (>= 0).

    Param for maximum number of iterations (>= 0).

    Definition Classes
    HasMaxIter
  43. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  44. final val neighborhoodKernel: Param[String]

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    Param for the neighborhood kernel type.

    Param for the neighborhood kernel type. This can be either "gaussian" or "rectangular". Default: gaussian.

  45. final def notify(): Unit

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    Definition Classes
    AnyRef
  46. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  47. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  48. final val predictionCol: Param[String]

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    Param for prediction column name.

    Param for prediction column name.

    Definition Classes
    HasPredictionCol
  49. final val seed: LongParam

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    Param for random seed.

    Param for random seed.

    Definition Classes
    HasSeed
  50. final def set(paramPair: ParamPair[_]): SOMParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  51. final def set(param: String, value: Any): SOMParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  52. final def set[T](param: Param[T], value: T): SOMParams.this.type

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    Definition Classes
    Params
  53. final def setDefault(paramPairs: ParamPair[_]*): SOMParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  54. final def setDefault[T](param: Param[T], value: T): SOMParams.this.type

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    Attributes
    protected
    Definition Classes
    Params
  55. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  56. final val tMax: DoubleParam

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    Initial temperature parameter value (tMax).

    Initial temperature parameter value (tMax). Must be > 0.0. Default: 10.0.

  57. final val tMin: DoubleParam

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    Final temperature parameter value (tMin).

    Final temperature parameter value (tMin). Must be > 0.0. Default: 0.1.

  58. final val temperatureDecay: Param[String]

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    Param for the temperature decay type.

    Param for the temperature decay type. This can be either "exponential" or "linear". Default: exponential.

  59. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  60. final val tol: DoubleParam

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    Param for the convergence tolerance for iterative algorithms (>= 0).

    Param for the convergence tolerance for iterative algorithms (>= 0).

    Definition Classes
    HasTol
  61. final val topology: Param[String]

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    Param for the map grid topology type.

    Param for the map grid topology type. Only "rectangular" is available at the moment, hexagonal will soon be added. Default: rectangular.

  62. def validateAndTransformSchema(schema: StructType): StructType

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    Validates and transforms the input schema.

    Validates and transforms the input schema.

    schema

    input schema

    returns

    output schema

    Attributes
    protected
  63. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )
  64. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  65. final def wait(arg0: Long): Unit

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    @throws( ... )
  66. final val width: IntParam

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    The width of the map to create (width).

    The width of the map to create (width). Must be > 1. Default: 10.

Inherited from HasTol

Inherited from HasPredictionCol

Inherited from HasSeed

Inherited from HasFeaturesCol

Inherited from HasMaxIter

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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