Packages

class IsolationForestModel extends Model[IsolationForestModel] with IsolationForestParams with ComplexParamsWritable with Wrappable with BasicLogging

Linear Supertypes
BasicLogging, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, ComplexParamsWritable, MLWritable, IsolationForestParams, Model[IsolationForestModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. IsolationForestModel
  2. BasicLogging
  3. Wrappable
  4. DotnetWrappable
  5. RWrappable
  6. PythonWrappable
  7. BaseWrappable
  8. ComplexParamsWritable
  9. MLWritable
  10. IsolationForestParams
  11. Model
  12. Transformer
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new IsolationForestModel()
  2. new IsolationForestModel(uid: String)

Value Members

  1. final val bootstrap: BooleanParam
    Definition Classes
    IsolationForestParams
  2. final def clear(param: Param[_]): IsolationForestModel.this.type
    Definition Classes
    Params
  3. final val contamination: DoubleParam
    Definition Classes
    IsolationForestParams
  4. final val contaminationError: DoubleParam
    Definition Classes
    IsolationForestParams
  5. def copy(extra: ParamMap): IsolationForestModel
    Definition Classes
    IsolationForestModel → Model → Transformer → PipelineStage → Params
  6. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  7. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  8. def explainParams(): String
    Definition Classes
    Params
  9. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  10. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  11. final val featuresCol: Param[String]
    Definition Classes
    IsolationForestParams
  12. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  13. final def getBootstrap: Boolean
    Definition Classes
    IsolationForestParams
  14. final def getContamination: Double
    Definition Classes
    IsolationForestParams
  15. final def getContaminationError: Double
    Definition Classes
    IsolationForestParams
  16. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  17. final def getFeaturesCol: String
    Definition Classes
    IsolationForestParams
  18. def getInnerModel: linkedin.relevance.isolationforest.IsolationForestModel
  19. final def getMaxFeatures: Double
    Definition Classes
    IsolationForestParams
  20. final def getMaxSamples: Double
    Definition Classes
    IsolationForestParams
  21. final def getNumEstimators: Int
    Definition Classes
    IsolationForestParams
  22. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  23. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  24. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  25. final def getPredictionCol: String
    Definition Classes
    IsolationForestParams
  26. final def getRandomSeed: Long
    Definition Classes
    IsolationForestParams
  27. final def getScoreCol: String
    Definition Classes
    IsolationForestParams
  28. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  29. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  30. def hasParent: Boolean
    Definition Classes
    Model
  31. val innerModel: TransformerParam
  32. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  33. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  34. def logClass(): Unit
    Definition Classes
    BasicLogging
  35. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  36. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  37. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  38. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  39. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  40. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  41. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  42. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  43. final val maxFeatures: DoubleParam
    Definition Classes
    IsolationForestParams
  44. final val maxSamples: DoubleParam
    Definition Classes
    IsolationForestParams
  45. final val numEstimators: IntParam
    Definition Classes
    IsolationForestParams
  46. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  47. var parent: Estimator[IsolationForestModel]
    Definition Classes
    Model
  48. final val predictionCol: Param[String]
    Definition Classes
    IsolationForestParams
  49. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  50. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  51. lazy val pyInternalWrapper: Boolean
    Definition Classes
    IsolationForestModel → PythonWrappable
  52. final val randomSeed: LongParam
    Definition Classes
    IsolationForestParams
  53. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  54. final val scoreCol: Param[String]
    Definition Classes
    IsolationForestParams
  55. final def set[T](param: Param[T], value: T): IsolationForestModel.this.type
    Definition Classes
    Params
  56. def setBootstrap(value: Boolean): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  57. def setContamination(value: Double): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  58. def setContaminationError(value: Double): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  59. def setFeaturesCol(value: String): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  60. def setInnerModel(v: linkedin.relevance.isolationforest.IsolationForestModel): IsolationForestModel.this.type
  61. def setMaxFeatures(value: Double): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  62. def setMaxSamples(value: Double): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  63. def setNumEstimators(value: Int): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  64. def setParent(parent: Estimator[IsolationForestModel]): IsolationForestModel
    Definition Classes
    Model
  65. def setPredictionCol(value: String): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  66. def setRandomSeed(value: Long): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  67. def setScoreCol(value: String): IsolationForestModel.this.type
    Definition Classes
    IsolationForestParams
  68. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  69. def transform(data: Dataset[_]): DataFrame
    Definition Classes
    IsolationForestModel → Transformer
  70. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  71. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  72. def transformSchema(schema: StructType): StructType
    Definition Classes
    IsolationForestModel → PipelineStage
  73. val uid: String
    Definition Classes
    IsolationForestModel → BasicLogging → Identifiable
  74. val ver: String
    Definition Classes
    BasicLogging
  75. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable