Class

io.radanalytics.silex.som

SOMModel

Related Doc: package som

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class SOMModel extends Model[SOMModel] with SOMParams

Linear Supertypes
SOMParams, DefaultParamsWritable, MLWritable, Model[SOMModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. SOMModel
  2. SOMParams
  3. DefaultParamsWritable
  4. MLWritable
  5. Model
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SOMModel(uid: String, model: SOM)

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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[_]): SOMModel.this.type

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    Definition Classes
    Params
  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copy(extra: ParamMap): SOMModel

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    Definition Classes
    SOMModel → Model → Transformer → PipelineStage → Params
  9. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Attributes
    protected
    Definition Classes
    Params
  11. final val epochs: IntParam

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    Param for number of epochs (>= 0).

    Param for number of epochs (>= 0).

    Definition Classes
    SOMParams
  12. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  15. def explainParams(): String

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

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

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

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    Param for features column name.

    Param for features column name.

    Definition Classes
    SOMParams
  19. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  22. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  23. final def getEpochs: Int

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    Definition Classes
    SOMParams
  24. final def getFeaturesCol: String

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    Definition Classes
    SOMParams
  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
    SOMParams
  28. final def getSeed: Int

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    Definition Classes
    SOMParams
  29. final def getSimilarityCol: String

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    Definition Classes
    SOMParams
  30. final def getX: Int

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    Definition Classes
    SOMParams
  31. final def getY: Int

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    Definition Classes
    SOMParams
  32. final def hasDefault[T](param: Param[T]): Boolean

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

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    Definition Classes
    Params
  34. def hasParent: Boolean

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    Definition Classes
    Model
  35. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  36. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  37. final def isDefined(param: Param[_]): Boolean

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

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    Definition Classes
    Any
  39. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  40. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  41. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  42. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  43. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  44. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  45. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  46. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  47. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  48. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  49. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  50. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  51. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  52. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  53. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  54. final def notify(): Unit

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

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

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    Definition Classes
    Params
  57. var parent: Estimator[SOMModel]

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    Definition Classes
    Model
  58. final val predictionCol: Param[String]

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    Param for prediction column name.

    Param for prediction column name.

    Definition Classes
    SOMParams
  59. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  60. final val seed: IntParam

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    Param for random seed.

    Param for random seed.

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Params
  66. final def setEpochs(value: Int): SOMModel.this.type

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    Definition Classes
    SOMParams
  67. final def setFeaturesCol(value: String): SOMModel.this.type

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    Definition Classes
    SOMParams
  68. def setParent(parent: Estimator[SOMModel]): SOMModel

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    Definition Classes
    Model
  69. final def setPredictionCol(value: String): SOMModel.this.type

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    Definition Classes
    SOMParams
  70. final def setSeed(value: Int): SOMModel.this.type

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    Definition Classes
    SOMParams
  71. final def setSimilarityCol(value: String): SOMModel.this.type

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    Definition Classes
    SOMParams
  72. final def setX(value: Int): SOMModel.this.type

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    Definition Classes
    SOMParams
  73. final def setY(value: Int): SOMModel.this.type

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    Definition Classes
    SOMParams
  74. final val similarityCol: Param[String]

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    Param for Column name for predicted class conditional probabilities.

    Param for Column name for predicted class conditional probabilities. Note: Not all models output well-calibrated similarity estimates! These probabilities should be treated as confidences, not precise probabilities.

    Definition Classes
    SOMParams
  75. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  76. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  77. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    SOMModel → Transformer
  78. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  79. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  80. def transformSchema(schema: StructType): StructType

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    Definition Classes
    SOMModel → PipelineStage
  81. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  82. val uid: String

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    Definition Classes
    SOMModel → Identifiable
  83. 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
    Definition Classes
    SOMParams
  84. final def wait(): Unit

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  86. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  87. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable
  88. final val x: IntParam

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    Definition Classes
    SOMParams
  89. final val y: IntParam

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    Definition Classes
    SOMParams

Inherited from SOMParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[SOMModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

Ungrouped