Class ModelTrainingResults

Specifies the details for an Anomaly Detection model trained with MSET.

Inheritance

object

ModelTrainingResults

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Oci.AianomalydetectionService.Models

Assembly: OCI.DotNetSDK.Aianomalydetection.dll

Syntax

public class ModelTrainingResults

Properties

Algorithm

Declaration

[JsonProperty(PropertyName = "algorithm")]
[JsonConverter(typeof(ResponseEnumConverter))]
public ModelTrainingResults.AlgorithmEnum? Algorithm { get; set; }

Property Value

Type	Description
ModelTrainingResults.AlgorithmEnum?	Actual algorithm used to train the model

Fap

Declaration

[Required(ErrorMessage = "Fap is required.")]
[JsonProperty(PropertyName = "fap")]
public float? Fap { get; set; }

Property Value

Type	Description
float?	The final-achieved model accuracy metric on individual value level

Remarks

Required

IsTrainingGoalAchieved

Declaration

[JsonProperty(PropertyName = "isTrainingGoalAchieved")]
public bool? IsTrainingGoalAchieved { get; set; }

Property Value

Type	Description
bool?	A boolean value to indicate if train goal/targetFap is achieved for trained model

MultivariateFap

Declaration

[JsonProperty(PropertyName = "multivariateFap")]
public float? MultivariateFap { get; set; }

Property Value

Type	Description
float?	The model accuracy metric on timestamp level.

RowReductionDetails

Declaration

[JsonProperty(PropertyName = "rowReductionDetails")]
public RowReductionDetails RowReductionDetails { get; set; }

Property Value

Type	Description
RowReductionDetails

SignalDetails

Declaration

[JsonProperty(PropertyName = "signalDetails")]
public List<PerSignalDetails> SignalDetails { get; set; }

Property Value

Type	Description
List<PerSignalDetails>	The list of signal details.

Warning

Declaration

[JsonProperty(PropertyName = "warning")]
public string Warning { get; set; }

Property Value

Type	Description
string	A warning message to explain the reason when targetFap cannot be achieved for trained model

WindowSize

Declaration

[JsonProperty(PropertyName = "windowSize")]
public int? WindowSize { get; set; }

Property Value

Type	Description
int?	Window size defined during training or deduced by the algorithm.