Packages

class FitMultivariateAnomaly extends Estimator[DetectMultivariateAnomaly] with MADBase

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

Instance Constructors

  1. new FitMultivariateAnomaly()
  2. new FitMultivariateAnomaly(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[_]): FitMultivariateAnomaly.this.type
    Definition Classes
    Params
  5. val connectionString: Param[String]
    Definition Classes
    MADBase
  6. val containerName: Param[String]
    Definition Classes
    MADBase
  7. def copy(extra: ParamMap): Estimator[DetectMultivariateAnomaly]
    Definition Classes
    FitMultivariateAnomaly → Estimator → PipelineStage → Params
  8. val diagnosticsInfo: CognitiveServiceStructParam[DiagnosticsInfo]
  9. val displayName: Param[String]
  10. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLocation → DotnetWrappable
  11. val endTime: Param[String]
    Definition Classes
    MADBase
  12. val endpoint: Param[String]
    Definition Classes
    MADBase
  13. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  14. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  15. def explainParams(): String
    Definition Classes
    Params
  16. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  17. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  18. val fillNAMethod: Param[String]
  19. def fit(dataset: Dataset[_]): DetectMultivariateAnomaly
    Definition Classes
    FitMultivariateAnomaly → Estimator
  20. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[DetectMultivariateAnomaly]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  21. def fit(dataset: Dataset[_], paramMap: ParamMap): DetectMultivariateAnomaly
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  22. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DetectMultivariateAnomaly
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. def getAlignMode: Option[String]
  25. def getBackoffs: Array[Int]

    Definition Classes
    HasAsyncReply
  26. def getConnectionString: Option[String]
    Definition Classes
    MADBase
  27. def getContainerName: String
    Definition Classes
    MADBase
  28. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. def getDiagnosticsInfo: Option[DiagnosticsInfo]
  30. def getDisplayName: Option[String]
  31. def getEndTime: String
    Definition Classes
    MADBase
  32. def getEndpoint: Option[String]
    Definition Classes
    MADBase
  33. def getErrorCol: String
    Definition Classes
    HasErrorCol
  34. def getFillNAMethod: Option[String]
  35. def getInitialPollingDelay: Int

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

    Definition Classes
    HasInputCols
  37. def getIntermediateSaveDir: String
    Definition Classes
    MADBase
  38. def getMaxPollingRetries: Int

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

    Definition Classes
    HasOutputCol
  41. def getPaddingValue: Option[Int]
  42. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  43. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  44. def getPollingDelay: Int

    Definition Classes
    HasAsyncReply
  45. def getSASToken: Option[String]
    Definition Classes
    MADBase
  46. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  47. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  48. def getSlidingWindow: Option[Int]
  49. def getStartTime: String
    Definition Classes
    MADBase
  50. def getStorageKey: Option[String]
    Definition Classes
    MADBase
  51. def getStorageName: Option[String]
    Definition Classes
    MADBase
  52. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  53. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  54. def getSuppressMaxRetriesExceededException: Boolean

    Definition Classes
    HasAsyncReply
  55. def getTimestampCol: String
    Definition Classes
    MADBase
  56. def getUrl: String

    Definition Classes
    HasURL
  57. def getVectorParam(name: String): String
    Definition Classes
    HasServiceParams
  58. def getVectorParam(p: ServiceParam[_]): String
    Definition Classes
    HasServiceParams
  59. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  60. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  61. val initialPollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  62. val inputCols: StringArrayParam

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  63. val intermediateSaveDir: Param[String]
    Definition Classes
    MADBase
  64. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  65. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  66. def logClass(): Unit
    Definition Classes
    BasicLogging
  67. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  68. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  69. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  70. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  71. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  72. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  73. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  74. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  75. val maxPollingRetries: IntParam
    Definition Classes
    HasAsyncReply
  76. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  77. val paddingValue: IntParam
  78. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  79. val pollingDelay: IntParam
    Definition Classes
    HasAsyncReply
  80. def pyAdditionalMethods: String
    Definition Classes
    MADBase → HasSetLocation → PythonWrappable
  81. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  82. val sasToken: Param[String]
    Definition Classes
    MADBase
  83. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  84. final def set[T](param: Param[T], value: T): FitMultivariateAnomaly.this.type
    Definition Classes
    Params
  85. def setAlignMode(v: String): FitMultivariateAnomaly.this.type
  86. def setBackoffs(value: Array[Int]): FitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  87. def setConnectionString(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  88. def setContainerName(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  89. def setDiagnosticsInfo(v: DiagnosticsInfo): FitMultivariateAnomaly.this.type
  90. def setDisplayName(v: String): FitMultivariateAnomaly.this.type
  91. def setEndTime(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  92. def setEndpoint(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  93. def setErrorCol(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    HasErrorCol
  94. def setFillNAMethod(v: String): FitMultivariateAnomaly.this.type
  95. def setInitialPollingDelay(value: Int): FitMultivariateAnomaly.this.type

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

    Definition Classes
    HasInputCols
  97. def setIntermediateSaveDir(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  98. def setLocation(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    HasSetLocation
  99. def setMaxPollingRetries(value: Int): FitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  100. def setOutputCol(value: String): FitMultivariateAnomaly.this.type

    Definition Classes
    HasOutputCol
  101. def setPaddingValue(v: Int): FitMultivariateAnomaly.this.type
  102. def setPollingDelay(value: Int): FitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  103. def setSASToken(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  104. def setScalarParam[T](name: String, value: T): FitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  105. def setScalarParam[T](p: ServiceParam[T], value: T): FitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  106. def setSlidingWindow(v: Int): FitMultivariateAnomaly.this.type
  107. def setStartTime(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  108. def setStorageKey(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  109. def setStorageName(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  110. def setSubscriptionKey(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  111. def setSubscriptionKeyCol(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  112. def setSuppressMaxRetriesExceededException(value: Boolean): FitMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  113. def setTimestampCol(v: String): FitMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  114. def setUrl(value: String): FitMultivariateAnomaly.this.type

    Definition Classes
    HasURL
  115. def setVectorParam(name: String, value: String): FitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  116. def setVectorParam[T](p: ServiceParam[T], value: String): FitMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  117. val slidingWindow: IntParam
  118. val startTime: Param[String]
    Definition Classes
    MADBase
  119. val storageKey: Param[String]
    Definition Classes
    MADBase
  120. val storageName: Param[String]
    Definition Classes
    MADBase
  121. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  122. val suppressMaxRetriesExceededException: BooleanParam
    Definition Classes
    HasAsyncReply
  123. val timestampCol: Param[String]
    Definition Classes
    MADBase
  124. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  125. def transformSchema(schema: StructType): StructType
    Definition Classes
    FitMultivariateAnomaly → PipelineStage
  126. val uid: String
    Definition Classes
    FitMultivariateAnomaly → BasicLogging → Identifiable
  127. val url: Param[String]
    Definition Classes
    HasURL
  128. def urlPath: String
    Definition Classes
    FitMultivariateAnomaly → HasUrlPath
  129. val ver: String
    Definition Classes
    BasicLogging
  130. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable