class SimpleDetectMultivariateAnomaly extends Model[SimpleDetectMultivariateAnomaly] with MADBase with HasHandler with DetectMAParams

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

Instance Constructors

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

Value Members

  1. val backoffs: IntArrayParam
    Definition Classes
    HasAsyncReply
  2. def cleanUpIntermediateData(): Unit
    Definition Classes
    MADBase
  3. final def clear(param: Param[_]): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    Params
  4. def copy(extra: ParamMap): SimpleDetectMultivariateAnomaly
    Definition Classes
    SimpleDetectMultivariateAnomaly → Model → Transformer → PipelineStage → Params
  5. val diagnosticsInfo: CognitiveServiceStructParam[DiagnosticsInfo]
    Definition Classes
    DetectMAParams
  6. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLocation → DotnetWrappable
  7. val endTime: Param[String]
    Definition Classes
    MADBase
  8. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  9. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  10. def explainParams(): String
    Definition Classes
    Params
  11. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  12. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  13. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  14. def getBackoffs: Array[Int]

    Definition Classes
    HasAsyncReply
  15. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  16. def getDiagnosticsInfo: DiagnosticsInfo
    Definition Classes
    DetectMAParams
  17. def getEndTime: String
    Definition Classes
    MADBase
  18. def getErrorCol: String
    Definition Classes
    HasErrorCol
  19. def getHandler: HandlerFunc

    Definition Classes
    HasHandler
  20. def getInitialPollingDelay: Int

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

    Definition Classes
    HasInputCols
  22. def getIntermediateSaveDir: String
    Definition Classes
    MADBase
  23. def getMaxPollingRetries: Int

    Definition Classes
    HasAsyncReply
  24. def getModelId: String
    Definition Classes
    DetectMAParams
  25. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  26. def getOutputCol: String

    Definition Classes
    HasOutputCol
  27. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  28. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  29. def getPollingDelay: Int

    Definition Classes
    HasAsyncReply
  30. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  31. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  32. def getStartTime: String
    Definition Classes
    MADBase
  33. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  34. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  35. def getSuppressMaxRetriesException: Boolean

    Definition Classes
    HasAsyncReply
  36. def getTimestampCol: String
    Definition Classes
    HasTimestampCol
  37. def getTopContributorCount: Int
    Definition Classes
    DetectMAParams
  38. def getUrl: String

    Definition Classes
    HasURL
  39. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  40. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  41. val handler: UDFParam
    Definition Classes
    HasHandler
  42. def handlingFunc(client: CloseableHttpClient, request: HTTPRequestData): HTTPResponseData
    Definition Classes
    SimpleDetectMultivariateAnomaly → HasHandler → MADHttpRequest → HasAsyncReply
  43. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  44. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  45. def hasParent: Boolean
    Definition Classes
    Model
  46. val initialPollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  47. val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  48. val intermediateSaveDir: Param[String]
    Definition Classes
    MADBase
  49. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  50. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  51. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  52. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  53. def logTrain[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  54. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  55. def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T
    Definition Classes
    SynapseMLLogging
  56. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  57. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  58. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  59. val maxPollingRetries: IntParam
    Definition Classes
    HasAsyncReply
  60. val modelId: Param[String]
    Definition Classes
    DetectMAParams
  61. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  62. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  63. var parent: Estimator[SimpleDetectMultivariateAnomaly]
    Definition Classes
    Model
  64. val pollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  65. def pyAdditionalMethods: String
    Definition Classes
    MADBase → HasSetLocation → PythonWrappable
  66. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  67. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  68. final def set[T](param: Param[T], value: T): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    Params
  69. def setBackoffs(value: Array[Int]): SimpleDetectMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  70. def setDiagnosticsInfo(v: DiagnosticsInfo): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    DetectMAParams
  71. def setEndTime(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  72. def setErrorCol(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasErrorCol
  73. def setHandler(v: UserDefinedFunction): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasHandler
  74. def setHandler(v: HandlerFunc): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasHandler
  75. def setInitialPollingDelay(value: Int): SimpleDetectMultivariateAnomaly.this.type

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

    Definition Classes
    HasInputCols
  77. def setIntermediateSaveDir(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  78. def setLocation(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasSetLocation
  79. def setMaxPollingRetries(value: Int): SimpleDetectMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  80. def setModelId(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    DetectMAParams
  81. def setOutputCol(value: String): SimpleDetectMultivariateAnomaly.this.type

    Definition Classes
    HasOutputCol
  82. def setParent(parent: Estimator[SimpleDetectMultivariateAnomaly]): SimpleDetectMultivariateAnomaly
    Definition Classes
    Model
  83. def setPollingDelay(value: Int): SimpleDetectMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  84. def setScalarParam[T](name: String, value: T): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  85. def setScalarParam[T](p: ServiceParam[T], value: T): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  86. def setStartTime(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  87. def setSubscriptionKey(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  88. def setSubscriptionKeyCol(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  89. def setSuppressMaxRetriesException(value: Boolean): SimpleDetectMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  90. def setTimestampCol(v: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasTimestampCol
  91. def setTopContributorCount(v: Int): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    DetectMAParams
  92. def setUrl(value: String): SimpleDetectMultivariateAnomaly.this.type

    Definition Classes
    HasURL
  93. def setVectorParam(name: String, value: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  94. def setVectorParam[T](p: ServiceParam[T], value: String): SimpleDetectMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  95. val startTime: Param[String]
    Definition Classes
    MADBase
  96. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  97. val suppressMaxRetriesException: BooleanParam
    Definition Classes
    HasAsyncReply
  98. val timestampCol: Param[String]
    Definition Classes
    HasTimestampCol
  99. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  100. val topContributorCount: IntParam
    Definition Classes
    DetectMAParams
  101. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    SimpleDetectMultivariateAnomaly → Transformer
  102. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  103. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  104. def transformSchema(schema: StructType): StructType
    Definition Classes
    SimpleDetectMultivariateAnomaly → PipelineStage
  105. val uid: String
    Definition Classes
    SimpleDetectMultivariateAnomaly → SynapseMLLogging → Identifiable
  106. val url: Param[String]
    Definition Classes
    HasURL
  107. def urlPath: String
    Definition Classes
    SimpleDetectMultivariateAnomaly → HasUrlPath
  108. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable