class SimpleFitMultivariateAnomaly extends Estimator[SimpleDetectMultivariateAnomaly] with MADBase

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Inherited
  1. SimpleFitMultivariateAnomaly
  2. MADBase
  3. SynapseMLLogging
  4. HasErrorCol
  5. HasTimestampCol
  6. ComplexParamsWritable
  7. MLWritable
  8. HasInputCols
  9. HasSetLocation
  10. DomainHelper
  11. HasUrlPath
  12. Wrappable
  13. DotnetWrappable
  14. RWrappable
  15. PythonWrappable
  16. BaseWrappable
  17. MADHttpRequest
  18. HasAsyncReply
  19. HasSubscriptionKey
  20. HasServiceParams
  21. HasURL
  22. TimeConverter
  23. HasOutputCol
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. Any
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Visibility
  1. Public
  2. All

Instance Constructors

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

Value Members

  1. val alignMode: Param[String]
  2. val backoffs: IntArrayParam
    Definition Classes
    HasAsyncReply
  3. def cleanUpIntermediateData(): Unit
    Definition Classes
    MADBase
  4. final def clear(param: Param[_]): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    Params
  5. def copy(extra: ParamMap): SimpleFitMultivariateAnomaly
    Definition Classes
    SimpleFitMultivariateAnomaly → Estimator → PipelineStage → Params
  6. val dataSchema: String
  7. val displayName: Param[String]
  8. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLocation → DotnetWrappable
  9. val endTime: Param[String]
    Definition Classes
    MADBase
  10. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  11. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  12. def explainParams(): String
    Definition Classes
    Params
  13. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  14. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  15. val fillNAMethod: Param[String]
  16. def fit(dataset: Dataset[_]): SimpleDetectMultivariateAnomaly
    Definition Classes
    SimpleFitMultivariateAnomaly → Estimator
  17. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[SimpleDetectMultivariateAnomaly]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  18. def fit(dataset: Dataset[_], paramMap: ParamMap): SimpleDetectMultivariateAnomaly
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  19. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): SimpleDetectMultivariateAnomaly
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  20. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  21. def getAlignMode: String
  22. def getBackoffs: Array[Int]

    Definition Classes
    HasAsyncReply
  23. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. def getDisplayName: String
  25. def getEndTime: String
    Definition Classes
    MADBase
  26. def getErrorCol: String
    Definition Classes
    HasErrorCol
  27. def getFillNAMethod: String
  28. def getInitialPollingDelay: Int

    Definition Classes
    HasAsyncReply
  29. def getInputCols: Array[String]

    Definition Classes
    HasInputCols
  30. def getIntermediateSaveDir: String
    Definition Classes
    MADBase
  31. def getMaxPollingRetries: Int

    Definition Classes
    HasAsyncReply
  32. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  33. def getOutputCol: String

    Definition Classes
    HasOutputCol
  34. def getPaddingValue: Int
  35. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  36. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  37. def getPollingDelay: Int

    Definition Classes
    HasAsyncReply
  38. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  39. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  40. def getSlidingWindow: Int
  41. def getStartTime: String
    Definition Classes
    MADBase
  42. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  43. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  44. def getSuppressMaxRetriesException: Boolean

    Definition Classes
    HasAsyncReply
  45. def getTimestampCol: String
    Definition Classes
    HasTimestampCol
  46. def getUrl: String

    Definition Classes
    HasURL
  47. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  48. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  49. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  50. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  51. val initialPollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  52. val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  53. val intermediateSaveDir: Param[String]
    Definition Classes
    MADBase
  54. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  55. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  56. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  57. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  58. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  59. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  60. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  61. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  62. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  63. val maxPollingRetries: IntParam
    Definition Classes
    HasAsyncReply
  64. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  65. val paddingValue: IntParam
  66. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  67. val pollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  68. def pyAdditionalMethods: String
    Definition Classes
    MADBase → HasSetLocation → PythonWrappable
  69. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  70. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  71. final def set[T](param: Param[T], value: T): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    Params
  72. def setAlignMode(v: String): SimpleFitMultivariateAnomaly.this.type
  73. def setBackoffs(value: Array[Int]): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  74. def setDisplayName(v: String): SimpleFitMultivariateAnomaly.this.type
  75. def setEndTime(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  76. def setErrorCol(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasErrorCol
  77. def setFillNAMethod(v: String): SimpleFitMultivariateAnomaly.this.type
  78. def setInitialPollingDelay(value: Int): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  79. def setInputCols(value: Array[String]): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasInputCols
  80. def setIntermediateSaveDir(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  81. def setLocation(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasSetLocation
  82. def setMaxPollingRetries(value: Int): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  83. def setOutputCol(value: String): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasOutputCol
  84. def setPaddingValue(v: Int): SimpleFitMultivariateAnomaly.this.type
  85. def setPollingDelay(value: Int): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  86. def setScalarParam[T](name: String, value: T): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  87. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  88. def setSlidingWindow(v: Int): SimpleFitMultivariateAnomaly.this.type
  89. def setStartTime(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  90. def setSubscriptionKey(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  91. def setSubscriptionKeyCol(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  92. def setSuppressMaxRetriesException(value: Boolean): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  93. def setTimestampCol(v: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasTimestampCol
  94. def setUrl(value: String): SimpleFitMultivariateAnomaly.this.type

    Definition Classes
    HasURL
  95. def setVectorParam(name: String, value: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  96. def setVectorParam[T](p: ServiceParam[T], value: String): SimpleFitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  97. val slidingWindow: IntParam
  98. val startTime: Param[String]
    Definition Classes
    MADBase
  99. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  100. val suppressMaxRetriesException: BooleanParam
    Definition Classes
    HasAsyncReply
  101. val timestampCol: Param[String]
    Definition Classes
    HasTimestampCol
  102. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  103. def transformSchema(schema: StructType): StructType
    Definition Classes
    SimpleFitMultivariateAnomaly → PipelineStage
  104. val uid: String
    Definition Classes
    SimpleFitMultivariateAnomaly → SynapseMLLogging → Identifiable
  105. val url: Param[String]
    Definition Classes
    HasURL
  106. def urlPath: String
    Definition Classes
    SimpleFitMultivariateAnomaly → HasUrlPath
  107. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable