class SimpleFitMultivariateAnomaly extends Estimator[SimpleDetectMultivariateAnomaly] with MADBase

Annotations
@deprecated
Deprecated

(Since version v1.0.0)

Linear Supertypes
MADBase, SynapseMLLogging, HasErrorCol, HasTimestampCol, ComplexParamsWritable, MLWritable, HasInputCols, HasSetLocation, DomainHelper, HasUrlPath, Wrappable, RWrappable, PythonWrappable, BaseWrappable, MADHttpRequest, HasAsyncReply, HasSubscriptionKey, HasServiceParams, HasURL, TimeConverter, HasOutputCol, Estimator[SimpleDetectMultivariateAnomaly], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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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. RWrappable
  14. PythonWrappable
  15. BaseWrappable
  16. MADHttpRequest
  17. HasAsyncReply
  18. HasSubscriptionKey
  19. HasServiceParams
  20. HasURL
  21. TimeConverter
  22. HasOutputCol
  23. Estimator
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. 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. val endTime: Param[String]
    Definition Classes
    MADBase
  9. val errorCol: Param[String]
    Definition Classes
    HasErrorCol
  10. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  11. def explainParams(): String
    Definition Classes
    Params
  12. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  13. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  14. val fillNAMethod: Param[String]
  15. def fit(dataset: Dataset[_]): SimpleDetectMultivariateAnomaly
    Definition Classes
    SimpleFitMultivariateAnomaly → Estimator
  16. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[SimpleDetectMultivariateAnomaly]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  17. def fit(dataset: Dataset[_], paramMap: ParamMap): SimpleDetectMultivariateAnomaly
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  18. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): SimpleDetectMultivariateAnomaly
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  19. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  20. def getAlignMode: String
  21. def getBackoffs: Array[Int]

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

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

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

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

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

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

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

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

    The names of the inputColumns

    The names of the inputColumns

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

    The name of the output column

    The name of the output column

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

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

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

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

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

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

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

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

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