Synapseml
0.10.2
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FitMultivariateAnomaly implements FitMultivariateAnomaly More...
Public Member Functions | |
FitMultivariateAnomaly () | |
Creates a FitMultivariateAnomaly without any parameters. More... | |
FitMultivariateAnomaly (string uid) | |
Creates a FitMultivariateAnomaly with a UID that is used to give the FitMultivariateAnomaly a unique ID. More... | |
FitMultivariateAnomaly | SetAlignMode (string value) |
Sets value for alignMode More... | |
FitMultivariateAnomaly | SetBackoffs (int[] value) |
Sets value for backoffs More... | |
FitMultivariateAnomaly | SetDisplayName (string value) |
Sets value for displayName More... | |
FitMultivariateAnomaly | SetEndTime (string value) |
Sets value for endTime More... | |
FitMultivariateAnomaly | SetErrorCol (string value) |
Sets value for errorCol More... | |
FitMultivariateAnomaly | SetFillNAMethod (string value) |
Sets value for fillNAMethod More... | |
FitMultivariateAnomaly | SetInitialPollingDelay (int value) |
Sets value for initialPollingDelay More... | |
FitMultivariateAnomaly | SetInputCols (string[] value) |
Sets value for inputCols More... | |
FitMultivariateAnomaly | SetIntermediateSaveDir (string value) |
Sets value for intermediateSaveDir More... | |
FitMultivariateAnomaly | SetMaxPollingRetries (int value) |
Sets value for maxPollingRetries More... | |
FitMultivariateAnomaly | SetOutputCol (string value) |
Sets value for outputCol More... | |
FitMultivariateAnomaly | SetPaddingValue (int value) |
Sets value for paddingValue More... | |
FitMultivariateAnomaly | SetPollingDelay (int value) |
Sets value for pollingDelay More... | |
FitMultivariateAnomaly | SetSlidingWindow (int value) |
Sets value for slidingWindow More... | |
FitMultivariateAnomaly | SetStartTime (string value) |
Sets value for startTime More... | |
FitMultivariateAnomaly | SetSubscriptionKey (string value) |
Sets value for subscriptionKey More... | |
FitMultivariateAnomaly | SetSubscriptionKeyCol (string value) |
Sets value for subscriptionKey column More... | |
FitMultivariateAnomaly | SetSuppressMaxRetriesException (bool value) |
Sets value for suppressMaxRetriesException More... | |
FitMultivariateAnomaly | SetTimestampCol (string value) |
Sets value for timestampCol More... | |
FitMultivariateAnomaly | SetUrl (string value) |
Sets value for url More... | |
string | GetAlignMode () |
Gets alignMode value More... | |
int[] | GetBackoffs () |
Gets backoffs value More... | |
string | GetDisplayName () |
Gets displayName value More... | |
string | GetEndTime () |
Gets endTime value More... | |
string | GetErrorCol () |
Gets errorCol value More... | |
string | GetFillNAMethod () |
Gets fillNAMethod value More... | |
int | GetInitialPollingDelay () |
Gets initialPollingDelay value More... | |
string[] | GetInputCols () |
Gets inputCols value More... | |
string | GetIntermediateSaveDir () |
Gets intermediateSaveDir value More... | |
int | GetMaxPollingRetries () |
Gets maxPollingRetries value More... | |
string | GetOutputCol () |
Gets outputCol value More... | |
int | GetPaddingValue () |
Gets paddingValue value More... | |
int | GetPollingDelay () |
Gets pollingDelay value More... | |
int | GetSlidingWindow () |
Gets slidingWindow value More... | |
string | GetStartTime () |
Gets startTime value More... | |
string | GetSubscriptionKey () |
Gets subscriptionKey value More... | |
bool | GetSuppressMaxRetriesException () |
Gets suppressMaxRetriesException value More... | |
string | GetTimestampCol () |
Gets timestampCol value More... | |
string | GetUrl () |
Gets url value More... | |
override DetectMultivariateAnomaly | Fit (DataFrame dataset) |
Fits a model to the input data. More... | |
void | Save (string path) |
Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala. More... | |
JavaMLWriter | Write () |
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JavaMLReader< FitMultivariateAnomaly > | Read () |
Get the corresponding JavaMLReader instance. More... | |
FitMultivariateAnomaly | SetLocation (string value) |
Sets value for location More... | |
Static Public Member Functions | |
static FitMultivariateAnomaly | Load (string path) |
Loads the FitMultivariateAnomaly that was previously saved using Save(string). More... | |
FitMultivariateAnomaly implements FitMultivariateAnomaly
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inline |
Creates a FitMultivariateAnomaly without any parameters.
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inline |
Creates a FitMultivariateAnomaly with a UID that is used to give the FitMultivariateAnomaly a unique ID.
uid | An immutable unique ID for the object and its derivatives. |
override DetectMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.Fit | ( | DataFrame | dataset | ) |
Fits a model to the input data.
dataset | The DataFrame to fit the model to. |
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetAlignMode | ( | ) |
Gets alignMode value
int [] Synapse.ML.Cognitive.FitMultivariateAnomaly.GetBackoffs | ( | ) |
Gets backoffs value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetDisplayName | ( | ) |
Gets displayName value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetEndTime | ( | ) |
Gets endTime value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetErrorCol | ( | ) |
Gets errorCol value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetFillNAMethod | ( | ) |
Gets fillNAMethod value
int Synapse.ML.Cognitive.FitMultivariateAnomaly.GetInitialPollingDelay | ( | ) |
Gets initialPollingDelay value
string [] Synapse.ML.Cognitive.FitMultivariateAnomaly.GetInputCols | ( | ) |
Gets inputCols value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetIntermediateSaveDir | ( | ) |
Gets intermediateSaveDir value
int Synapse.ML.Cognitive.FitMultivariateAnomaly.GetMaxPollingRetries | ( | ) |
Gets maxPollingRetries value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetOutputCol | ( | ) |
Gets outputCol value
int Synapse.ML.Cognitive.FitMultivariateAnomaly.GetPaddingValue | ( | ) |
Gets paddingValue value
int Synapse.ML.Cognitive.FitMultivariateAnomaly.GetPollingDelay | ( | ) |
Gets pollingDelay value
int Synapse.ML.Cognitive.FitMultivariateAnomaly.GetSlidingWindow | ( | ) |
Gets slidingWindow value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetStartTime | ( | ) |
Gets startTime value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetSubscriptionKey | ( | ) |
Gets subscriptionKey value
bool Synapse.ML.Cognitive.FitMultivariateAnomaly.GetSuppressMaxRetriesException | ( | ) |
Gets suppressMaxRetriesException value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetTimestampCol | ( | ) |
Gets timestampCol value
string Synapse.ML.Cognitive.FitMultivariateAnomaly.GetUrl | ( | ) |
Gets url value
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static |
Loads the FitMultivariateAnomaly that was previously saved using Save(string).
path | The path the previous FitMultivariateAnomaly was saved to |
JavaMLReader<FitMultivariateAnomaly> Synapse.ML.Cognitive.FitMultivariateAnomaly.Read | ( | ) |
Get the corresponding JavaMLReader instance.
void Synapse.ML.Cognitive.FitMultivariateAnomaly.Save | ( | string | path | ) |
Saves the object so that it can be loaded later using Load. Note that these objects can be shared with Scala by Loading or Saving in Scala.
path | The path to save the object to |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetAlignMode | ( | string | value | ) |
Sets value for alignMode
value | An optional field, indicates how we align different variables into the same time-range which is required by the model.{Inner, Outer} |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetBackoffs | ( | int[] | value | ) |
Sets value for backoffs
value | array of backoffs to use in the handler |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetDisplayName | ( | string | value | ) |
Sets value for displayName
value | optional field, name of the model |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetEndTime | ( | string | value | ) |
Sets value for endTime
value | A required field, end time of data to be used for detection/generating multivariate anomaly detection model, should be date-time. |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetErrorCol | ( | string | value | ) |
Sets value for errorCol
value | column to hold http errors |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetFillNAMethod | ( | string | value | ) |
Sets value for fillNAMethod
value | An optional field, indicates how missed values will be filled with. Can not be set to NotFill, when alignMode is Outer.{Previous, Subsequent, Linear, Zero, Fixed} |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetInitialPollingDelay | ( | int | value | ) |
Sets value for initialPollingDelay
value | number of milliseconds to wait before first poll for result |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetInputCols | ( | string[] | value | ) |
Sets value for inputCols
value | The names of the input columns |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetIntermediateSaveDir | ( | string | value | ) |
Sets value for intermediateSaveDir
value | Blob storage location in HDFS where intermediate data is saved while training. |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetLocation | ( | string | value | ) |
Sets value for location
value | Location of the cognitive service |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetMaxPollingRetries | ( | int | value | ) |
Sets value for maxPollingRetries
value | number of times to poll |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetOutputCol | ( | string | value | ) |
Sets value for outputCol
value | The name of the output column |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetPaddingValue | ( | int | value | ) |
Sets value for paddingValue
value | optional field, is only useful if FillNAMethod is set to Fixed. |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetPollingDelay | ( | int | value | ) |
Sets value for pollingDelay
value | number of milliseconds to wait between polling |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetSlidingWindow | ( | int | value | ) |
Sets value for slidingWindow
value | An optional field, indicates how many history points will be used to determine the anomaly score of one subsequent point. |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetStartTime | ( | string | value | ) |
Sets value for startTime
value | A required field, start time of data to be used for detection/generating multivariate anomaly detection model, should be date-time. |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetSubscriptionKey | ( | string | value | ) |
Sets value for subscriptionKey
value | the API key to use |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetSubscriptionKeyCol | ( | string | value | ) |
Sets value for subscriptionKey column
value | the API key to use |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetSuppressMaxRetriesException | ( | bool | value | ) |
Sets value for suppressMaxRetriesException
value | set true to suppress the maxumimum retries exception and report in the error column |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetTimestampCol | ( | string | value | ) |
Sets value for timestampCol
value | Timestamp column name |
FitMultivariateAnomaly Synapse.ML.Cognitive.FitMultivariateAnomaly.SetUrl | ( | string | value | ) |