Packages

class DetectMultivariateAnomaly extends Model[DetectMultivariateAnomaly] with MADBase

Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. DetectMultivariateAnomaly
  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. Model
  23. Transformer
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

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

Value Members

  1. val backoffs: IntArrayParam
    Definition Classes
    HasAsyncReply
  2. def cleanUpIntermediateData(): Unit
    Definition Classes
    MADBase
  3. final def clear(param: Param[_]): DetectMultivariateAnomaly.this.type
    Definition Classes
    Params
  4. val connectionString: Param[String]
    Definition Classes
    MADBase
  5. val containerName: Param[String]
    Definition Classes
    MADBase
  6. def copy(extra: ParamMap): DetectMultivariateAnomaly
    Definition Classes
    DetectMultivariateAnomaly → Model → Transformer → PipelineStage → Params
  7. def dotnetAdditionalMethods: String
    Definition Classes
    HasSetLocation → DotnetWrappable
  8. val endTime: Param[String]
    Definition Classes
    MADBase
  9. val endpoint: 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. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  16. def getBackoffs: Array[Int]

    Definition Classes
    HasAsyncReply
  17. def getConnectionString: Option[String]
    Definition Classes
    MADBase
  18. def getContainerName: String
    Definition Classes
    MADBase
  19. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  20. def getEndTime: String
    Definition Classes
    MADBase
  21. def getEndpoint: Option[String]
    Definition Classes
    MADBase
  22. def getErrorCol: String
    Definition Classes
    HasErrorCol
  23. def getInitialPollingDelay: Int

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

    Definition Classes
    HasInputCols
  25. def getIntermediateSaveDir: String
    Definition Classes
    MADBase
  26. def getMaxPollingRetries: Int

    Definition Classes
    HasAsyncReply
  27. def getModelId: String
  28. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  29. def getOutputCol: String

    Definition Classes
    HasOutputCol
  30. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  31. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  32. def getPollingDelay: Int

    Definition Classes
    HasAsyncReply
  33. def getSASToken: Option[String]
    Definition Classes
    MADBase
  34. def getScalarParam[T](name: String): T
    Definition Classes
    HasServiceParams
  35. def getScalarParam[T](p: ServiceParam[T]): T
    Definition Classes
    HasServiceParams
  36. def getStartTime: String
    Definition Classes
    MADBase
  37. def getStorageKey: Option[String]
    Definition Classes
    MADBase
  38. def getStorageName: Option[String]
    Definition Classes
    MADBase
  39. def getSubscriptionKey: String
    Definition Classes
    HasSubscriptionKey
  40. def getSubscriptionKeyCol: String
    Definition Classes
    HasSubscriptionKey
  41. def getSuppressMaxRetriesExceededException: Boolean

    Definition Classes
    HasAsyncReply
  42. def getTimestampCol: String
    Definition Classes
    MADBase
  43. def getUrl: String

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

    The names of the inputColumns

    The names of the inputColumns

    Definition Classes
    HasInputCols
  51. val intermediateSaveDir: Param[String]
    Definition Classes
    MADBase
  52. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  53. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  54. def logClass(): Unit
    Definition Classes
    BasicLogging
  55. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  56. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  57. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  58. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  59. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  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 modelId: Param[String]
  65. val outputCol: Param[String]

    The name of the output column

    The name of the output column

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

    Definition Classes
    HasAsyncReply
  75. def setConnectionString(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  76. def setContainerName(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  77. def setEndTime(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  78. def setEndpoint(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  79. def setErrorCol(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    HasErrorCol
  80. def setInitialPollingDelay(value: Int): DetectMultivariateAnomaly.this.type

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

    Definition Classes
    HasInputCols
  82. def setIntermediateSaveDir(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  83. def setLocation(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    HasSetLocation
  84. def setMaxPollingRetries(value: Int): DetectMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  85. def setModelId(v: String): DetectMultivariateAnomaly.this.type
  86. def setOutputCol(value: String): DetectMultivariateAnomaly.this.type

    Definition Classes
    HasOutputCol
  87. def setParent(parent: Estimator[DetectMultivariateAnomaly]): DetectMultivariateAnomaly
    Definition Classes
    Model
  88. def setPollingDelay(value: Int): DetectMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  89. def setSASToken(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  90. def setScalarParam[T](name: String, value: T): DetectMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  91. def setScalarParam[T](p: ServiceParam[T], value: T): DetectMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  92. def setStartTime(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  93. def setStorageKey(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  94. def setStorageName(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  95. def setSubscriptionKey(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  96. def setSubscriptionKeyCol(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    HasSubscriptionKey
  97. def setSuppressMaxRetriesExceededException(value: Boolean): DetectMultivariateAnomaly.this.type

    Definition Classes
    HasAsyncReply
  98. def setTimestampCol(v: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    MADBase
  99. def setUrl(value: String): DetectMultivariateAnomaly.this.type

    Definition Classes
    HasURL
  100. def setVectorParam(name: String, value: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  101. def setVectorParam[T](p: ServiceParam[T], value: String): DetectMultivariateAnomaly.this.type
    Definition Classes
    HasServiceParams
  102. val startTime: Param[String]
    Definition Classes
    MADBase
  103. val storageKey: Param[String]
    Definition Classes
    MADBase
  104. val storageName: Param[String]
    Definition Classes
    MADBase
  105. val subscriptionKey: ServiceParam[String]
    Definition Classes
    HasSubscriptionKey
  106. val suppressMaxRetriesExceededException: BooleanParam
    Definition Classes
    HasAsyncReply
  107. val timestampCol: Param[String]
    Definition Classes
    MADBase
  108. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  109. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    DetectMultivariateAnomaly → Transformer
  110. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  111. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  112. def transformSchema(schema: StructType): StructType
    Definition Classes
    DetectMultivariateAnomaly → PipelineStage
  113. val uid: String
    Definition Classes
    DetectMultivariateAnomaly → BasicLogging → Identifiable
  114. val url: Param[String]
    Definition Classes
    HasURL
  115. def urlPath: String
    Definition Classes
    DetectMultivariateAnomaly → HasUrlPath
  116. val ver: String
    Definition Classes
    BasicLogging
  117. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable